Male and female guppies differ in speed but not in accuracy in visual. discrimination learning. Supplementary materials

Size: px
Start display at page:

Download "Male and female guppies differ in speed but not in accuracy in visual. discrimination learning. Supplementary materials"

Transcription

1 Male and female guppies differ in speed but not in accuracy in visual discrimination learning Tyrone Lucon-Xiccato and Angelo Bisazza Supplementary materials 1. Additional methods Ethical statement Experiments comply with the law of the country (Italy) in which they were performed (Decreto legislativo 4 marzo 2014, n. 26). The experimental procedures have been approved by the Università di Padova Ethical Committee (protocol n. 09/2012). The experimental tanks were provided with natural plants, bottom gravel and social companions to resemble maintenance tanks. Subjects spontaneously participated in the trials and they did not express distress during the experiments. Fish that refused to participate in the trials and fish that completed the experiment were released in maintenance tanks. Subjects maintenance Guppies used as subjects were bred in our laboratory at Dipartimento di Psicologia Generale (Università di Padova, Italy). Maintenance tanks were 20 aquaria (60 x 40 x 35 cm) with a gravel bottom, abundant natural and artificial plants, water filters and 15-w fluorescent 1

2 lamps (12:12 light/dark photoperiod). Subjects were randomly chosen from the different maintenance aquaria. Water temperature was kept constant at 26 ± 1 C. Three times per day guppies were fed commercial food flakes (Fioccomix, Super Hi Group, Ovada, Italy) and Artemia salina nauplii. Subjects measurement After completion of the experiment, we anaesthetised subjects in an MS-222 bath (Sigma Aldrich, St Louis, Missouri, USA), and then we photographed them to measure standard length. Experimental phases All the experiments were made up of five consecutive phases. Phase 1 Collective habituation to the apparatus: Two subjects, one male and one female, were moved from a maintenance tank to a tank identical to the experimental apparatus and left for three days to become accustomed to the new environment. Food was delivered as in the maintenance tanks. Phase 2 Collective habituation to the procedure: From here on, no food was delivered to the subject outside the experiment to ensure motivation to participate in the trials. This phase lasted three days, during which three times per day the subjects were led to the start box according to the procedure of the trial (described in the main manuscript) and their food ration (crumbled food flakes, Fioccomix, Super Hi Group, Ovada, Italy) was delivered in six, randomly chosen, holes of the plate. The subjects were then allowed to enter the main compartment and fed. On the third day of this phase, six yellow-coloured discs were placed so as to partially cover the holes with food, in a way that the subjects could reach the food by peeking and moving the discs. At the end of the third day, the two subjects were 2

3 moved individually to an experimental tank. The guppy is a social species and it is reported to habituate faster in the new tanks in presence of many social companions (Lucon-Xiccato et al. 2015; Miletto Petrazzini et al. 2015); thus, we provided five immature guppies (approximate standard length: 1 cm) in each experimental tank. To avoid any interference with the subject performance, social companions were moved in another tank during the occurrence of trials. Social companions were moved back to the experimental tank at the end of the block of trials. Phase 3 Training to dislodge the discs: After one day of habituation to the experimental tank, the subject was trained to dislodge the discs. Over two days we administered 16 trials in which one yellow disc was present on the plate. A small piece of food was placed in the hole under the disc. The disc covered 75% of the hole in the initial 12 trials. In the remaining four trials, the disc completely occluded the hole and the guppies had to dislodge the disc to reach the food. As observed in previous studies employing this setup (Bisazza et al. 2014; Lucon-Xiccato and Bisazza 2014; Miletto Petrazzini et al. 2015), most guppies rapidly familiarised with the new tank and the experimental procedure, and learned to dislodge the disc efficiently. A few guppies failed to learn the motor sequence necessary to dislodge the disk. This happened before the discrimination learning began and therefore should have no effect on the result of the experiment. We substituted a failing guppy with another guppy of the same sex to reduce the influence of this confounding variable on the experiments. The criterion for removing a subject was that it did not dislodge the disc in all the trials with holes completely occluded of phase 3. We discarded two males and three females in experiment 1; two males in experiment 2; and four males and one female in experiment 3. In experiment 1, one additional female stopped participating in the experiment after the third olfactory control cue trial; thus, its performance in this last phase was not 3

4 analysed. In experiment 2, one female ceased to participate in the experiments on the ninth day of the training; thus, its performance was evaluated only up to that point. Phase 4 Experimental phase: In this phase, we evaluated discrimination learning performance of guppies. This phase varied according to the procedure of each experiment as described in the main manuscript. The experiments were conducted six day per week. Each day, the subject performed 10 trials subdivided in two blocks (five trials each) separated by almost five hours. Trials within a block were separated by five minutes. Phase 5 Olfactory cue control test: Previous experiments have shown that guppies are unable to use olfactory cues to find the food reward with this training procedure (Bisazza et al. 2014; Lucon-Xiccato and Bisazza 2014; Miletto Petrazzini et al. 2015). Yet, we repeated the control test for the use of olfactory cues in all the three experiments of this study. Other procedures performed tests for olfactory cues by interspersing control trials without food during the training (e.g., Miletto Petrazzini et al. 2015). However, the absence of reward in some trials might affect learning rate differently in the two sexes (e.g., Beatty et al. 1971); therefore in this work we performed our control test at the end of the experiment. Our control test consisted of 15 trials (corresponding to the 25% of the trials administered in the discriminations of experiments 1 and 3) in which identical yellow discs (two in experiments 1 and 2, and five in experiment 3) were placed on the plate. One of the discs, randomly chosen, hid the food. We performed only 15 control trials to avoid that, in absence of any visual cue, guppies could learn to exploit chemical cues during the control phase. The rationale of this test is that if during the main experiment guppies were using chemical cues to find food, they would continue to choose baited discs above chance during the control phase. If not, the performance would drop to chance level. To test these predictions, we compared the accuracy (proportion of correct choices) in the 15 trials of the olfactory cue control test with the accuracy in the last 15 trials of the discrimination learning phase with paired-sample t test 4

5 (see analysis below). Data were arcsine square root transformed before conducting parametric analysis (Sokal and Rohlf 1995) and reported in the text as mean ± standard deviation percentage. Details of statistical analysis The daily accuracy was calculated independently for each day of training according the formula: number of correct choices during the day / 10. Daily accuracy was therefore a repeated measures variable (12, 10, and six observations in experiments 1, 2, and 3, respectively). The overall accuracy was computed as: number of correct choices over all training / overall number of trials. Analysis was performed in R version (The R Foundation for Statistical Computing, Vienna, Austria, The linear mixed-effects models (LMMs) were fitted with the lme function, from the nlme R package. The generalised linear mixed-effects model (GLMM) were fitted with the glmer function, from the lme4 R package. Statistical significance of the effects in the models was assessed with F-tests and the Wald χ 2 test in LMMs and GLMMs, respectively. In our experiments, we aimed to compare the performance of male and female guppies. In case of nonsignificant differences between the two sexes in our analysis, the performance of males and females is likely to be equal. The null hypothesis significance testing allows to detect differences between groups, but it is mathematically incapable of supporting the hypothesis that two groups are equal (Barchard 2015; Dienes 2014). Therefore, we performed a Bayesian analysis that allowed us to estimate the strength of the evidence for the absence of difference. We calculated an approximated Bayes factor (BF) in favour of the absence of sex effect from the LMMs to analyse accuracy reported in the main manuscript (Schwarz 1978; Wagenmakers 2007). We computed the Bayesian information 5

6 criterion (BIC) of the LMMs with (BIC sex ) and without (BIC null ) the effect of sex. BF in favour of the absence of sex was calculated according to the formula: BF = exp((bic sex - BIC null ) / 2) (Schwarz 1978; Wagenmakers 2007). As an example, if BF = 5, our data are five times more likely to fit the model without the effect of sex than the model with the effect of sex. 2. Additional results Reliability test for decision time During the experiments, two different experimenters alternated in recording the decision speed of guppies (latency to dislodge the discs) with the chronometer. The reliability of this measurement was tested in a pilot experiment. We administered 24 discrimination trials to four guppies. One experimenter scored live the latency to dislodge the discs of the subjects and recorded the 24 trials with a digital camera. A different experimenter independently measured the latency to dislodge the discs from the recordings. The scores of the two experimenters were almost identical (2.03 ± 1.90% percentage difference, M ± SD). The two scores were also highly correlated (Spearman ρ= 0.999, p < ). Analysis of olfactory cues control test In the control test of experiment 1, subjects chose the baited disc in ± 10.71% of trials (chance level = 50%). This accuracy was significantly lower (paired-sample t test: t 18 = 4.129, p < 0.001) than the accuracy in the last 15 trials of the discrimination learning phase (65.67 ± 9.25 %), as expected if during the main experiment guppies did not use chemical cues to find food. 6

7 In experiment 2, subjects did not learn the discrimination during the training (accuracy during the 10 days of training: ± 4.88%). This provided evidence that guppies were not able to find food reward by using olfactory cues in this experiment. In the control test of this experiment, subjects chose the baited disc in ± 9.77% of trials (chance level = 50%). In the control test of experiment 3, subjects chose the baited disc in ± 9.04% of trials (chance level = 20%). This accuracy was significantly lower (t 19 = 4.026, p < 0.001) than the accuracy in the last 15 trials of the discrimination learning phase (42.67 ± %). Experiment 3: Accuracy of subjects showing recurrent and concept learning We compared the accuracy of subjects showing recurrent and concept learning. We fit the response of the subjects in each trial (correct or incorrect) in a generalised linear mixedeffects model (GLMM) with logit link function and binomial error distribution. We fitted day of training and trials of the day as fixed effects and subject ID as a random effect. We also fitted a two-level fixed effect indicating the strategy adopted by each subject (recurrent or concept learning; figure S2). Day of training had a significant effect in the GLMM (Wald χ 2 5 = , p < 0.001), but there was no significant effect of trial within day (Wald χ 2 9 = , p = 0.197). The strategy adopted by the subject had no significant effect (Wald χ 2 1 = 0.001, p = 0.973), suggesting the two groups achieved equal accuracy (recurrent learning: ± %; concept learning: ± %; figure S3). However, we found a significant strategy by day of training interaction (Wald χ 2 5 = , p = 0.001) and strategy by trial within day interaction (Wald χ 2 9 = , p = 0.049), providing further support that the two groups adopted different strategies to solve the task. Other interactions in the model were not significant. 7

8 3. Additional figures and table Day Pair of colours Figure S1 Pairs of colours used in oddity discrimination learning (experiment 3). Guppies had to choose the odd colour to find the reward. The rewarded colour was flipped for half of the subjects. 8

9 improvement rate across trials within days improvement rate across days Figure S2 Scatterplot of the improvement rate across trials within days versus the improvement rate across trials within days. Subjects that improve performance across trials within day (positive values on y axis) seem to be separated by the remaining group of subjects (dashed line). The two groups were composed from a roughly equal number of males (red dots) and females (black dots). 9

10 accuracy 50% 40% 30% 20% 10% 0% concept learning recurrent learning strategy Figure S3 Accuracy of subjects that apparently adopted concept learning and recurrent learning strategies in experiment 3. Data points represent mean ± SEM percentage of correct choices. Dashed line is chance performance. 10

11 Table S1 Analysis of individual accuracy. Data represents number of correct choices over all training / overall number of trials. Bold indicates performance significantly better than change according binomial test (50% of correct choices in experiments 1 and 2; 20% of correct choices in experiment 3). Data of the three experiments are independent; different subjects participated in each of the experiments. Subject Sex Experiment 1 Experiment 2 Experiment 3 1 female 67/120, p = /85, p = /60, p = female 81/120, p < /100, p = /60, p < female 67/120, p = /100, p = /60, p = female 58/120, p = /100, p = /60, p = 1 5 female 84/120, p < /100, p = /60, p = female 75/120, p = /100, p = /60, p < female 72/119, p = /100, p = /60, p < female 65/120, p = /100, p = /60, p < female 75/120, p = /100, p = /60, p = female 69/120, p = /100, p = /60, p < male 79/120, p < /100, p = /60, p < male 84/120, p < /100, p = /60, p < male 75/120, p = /100, p = /60, p = male 72/120, p = /100, p = /60, p < male 68/120, p = /100, p = /60, p = male 71/120, p = /100, p = /60, p < male 78/120, p = /100, p = /60, p = male 64/120, p = /100, p = /60, p < male 70/120, p = /100, p = 1 22/60, p = male 69/120, p = /100, p = 1 25/60, p <

12 4. References Barchard KA (2015) Null Hypothesis Significance Testing Does Not Show Equivalence. Analyses of Social Issues and Public Policy 15: Beatty WW, Beatty PA, Bowman RE (1971) A sex difference in the extinction of avoidance behavior in rats. Psychonomic Sci 23: Bisazza A, Agrillo C, Lucon-Xiccato T (2014) Extensive training extends numerical abilities of guppies. Anim Cogn 17: Dienes Z (2014) Using Bayes to get the most out of non-significant results. Front Psychol 5:781. Jeffreys H (1998) The theory of probability. Oxford University Press, Oxford. Lucon-Xiccato T, Bisazza A (2014) Discrimination reversal learning reveals greater female behavioural flexibility in guppies. Biol Lett 10: Lucon-Xiccato T, Miletto Petrazzini ME, Agrillo C, Bisazza A (2015) Guppies discriminate between two quantities of food items but prioritize item size over total amount. Anim Behav 107: Miletto Petrazzini ME, Lucon-Xiccato T, Agrillo C, Bisazza A (2015) Use of ordinal information by fish. Sci Rep 5: Sokal RR, Rohlf FJ (1995) Biometry: the principles and practice of statistics in biological research. W.H. Freeman, New York. Schwarz G (1978) Estimating the dimension of a model. Ann Stat 6: Wagenmakers EJ (2007) A practical solution to the pervasive problems of p values. Psych Bull Rev 14:

W e know that groups of animals are capable of marvelous feats of collective action that emerge from

W e know that groups of animals are capable of marvelous feats of collective action that emerge from OPEN SUBJECT AREAS: PSYCHOLOGY INTELLIGENCE Collective enhancement of numerical acuity by meritocratic leadership in fish Angelo Bisazza 1,2, Brian Butterworth 3,4,5, Laura Piffer 1, Bahador Bahrami 3,

More information

Exploring the Solitaire Illusion in Guppies (Poecilia reticulata)

Exploring the Solitaire Illusion in Guppies (Poecilia reticulata) Journal of Comparative Psychology 2017 American Psychological Association 2018, Vol. 132, No. 1, 48 57 0735-7036/18/$12.00 http://dx.doi.org/10.1037/com0000092 Exploring the Solitaire Illusion in Guppies

More information

Supplemental Data: Capuchin Monkeys Are Sensitive to Others Welfare. Venkat R. Lakshminarayanan and Laurie R. Santos

Supplemental Data: Capuchin Monkeys Are Sensitive to Others Welfare. Venkat R. Lakshminarayanan and Laurie R. Santos Supplemental Data: Capuchin Monkeys Are Sensitive to Others Welfare Venkat R. Lakshminarayanan and Laurie R. Santos Supplemental Experimental Procedures Subjects Seven adult capuchin monkeys were tested.

More information

Dogs Can Discriminate Emotional Expressions of Human Faces

Dogs Can Discriminate Emotional Expressions of Human Faces Current Biology Supplemental Information Dogs Can Discriminate Emotional Expressions of Human Faces Corsin A. Müller, Kira Schmitt, Anjuli L.A. Barber, and Ludwig Huber probe trials (percent correct) 100

More information

Female mating preferences for colourful males in a population of guppies subject to high predation

Female mating preferences for colourful males in a population of guppies subject to high predation Journal of Fish Biology (2004) 65, 1154 1159 doi:10.1111/j.1095-8649.2004.00502.x, available online at http://www.blackwell-synergy.com Female mating preferences for colourful males in a population of

More information

Value transfer in a simultaneous discrimination by pigeons: The value of the S + is not specific to the simultaneous discrimination context

Value transfer in a simultaneous discrimination by pigeons: The value of the S + is not specific to the simultaneous discrimination context Animal Learning & Behavior 1998, 26 (3), 257 263 Value transfer in a simultaneous discrimination by pigeons: The value of the S + is not specific to the simultaneous discrimination context BRIGETTE R.

More information

Supplementary Materials Order Matters: Alphabetizing In-Text Citations Biases Citation Rates Jeffrey R. Stevens and Juan F. Duque

Supplementary Materials Order Matters: Alphabetizing In-Text Citations Biases Citation Rates Jeffrey R. Stevens and Juan F. Duque Supplementary Materials Order Matters: Alphabetizing In-Text Citations Biases Citation Rates Jeffrey R. Stevens and Juan F. Duque Supplementary Analyses Article-Level Analyses For the article-level analyses,

More information

Within-event learning contributes to value transfer in simultaneous instrumental discriminations by pigeons

Within-event learning contributes to value transfer in simultaneous instrumental discriminations by pigeons Animal Learning & Behavior 1999, 27 (2), 206-210 Within-event learning contributes to value transfer in simultaneous instrumental discriminations by pigeons BRIGETTE R. DORRANCE and THOMAS R. ZENTALL University

More information

CANTAB Test descriptions by function

CANTAB Test descriptions by function CANTAB Test descriptions by function The 22 tests in the CANTAB battery may be divided into the following main types of task: screening tests visual memory tests executive function, working memory and

More information

Supporting Information: Cognitive capacities for cooking in chimpanzees Felix Warneken & Alexandra G. Rosati

Supporting Information: Cognitive capacities for cooking in chimpanzees Felix Warneken & Alexandra G. Rosati Supporting Information: Cognitive capacities for cooking in chimpanzees Felix Warneken & Alexandra G. Rosati Subject Information Name Sex Age Testing Year 1 Testing Year 2 1 2 3 4 5a 5b 5c 6a 6b 7 8 9

More information

Unconscious numerical priming despite interocular suppression

Unconscious numerical priming despite interocular suppression Supplementary Material Unconscious numerical priming despite interocular suppression 1, 2, * Bahador Bahrami Petra Vetter 1, 3 Eva Spolaore 1, 4 Silvia Pagano 1, 4 Brian Butterworth 1,3 Geraint Rees 1,

More information

Hierarchical Bayesian Modeling of Individual Differences in Texture Discrimination

Hierarchical Bayesian Modeling of Individual Differences in Texture Discrimination Hierarchical Bayesian Modeling of Individual Differences in Texture Discrimination Timothy N. Rubin (trubin@uci.edu) Michael D. Lee (mdlee@uci.edu) Charles F. Chubb (cchubb@uci.edu) Department of Cognitive

More information

Supplementary Material. other ethnic backgrounds. All but six of the yoked pairs were matched on ethnicity. Results

Supplementary Material. other ethnic backgrounds. All but six of the yoked pairs were matched on ethnicity. Results Supplementary Material S1 Methodological Details Participants The sample was 80% Caucasian, 16.7% Asian or Asian American, and 3.3% from other ethnic backgrounds. All but six of the yoked pairs were matched

More information

Journal of Comparative Psychology

Journal of Comparative Psychology Journal of Comparative Psychology The Learning Mechanism Underlying Public Information Use in Ninespine Sticklebacks (Pungitius pungitius) M. M. Webster and K. N. Laland Online First Publication, September

More information

Comparison of Direct and Indirect Reinforcement Contingencies on Task Acquisition. A Thesis Presented. Robert Mark Grant

Comparison of Direct and Indirect Reinforcement Contingencies on Task Acquisition. A Thesis Presented. Robert Mark Grant Comparison of Direct and Indirect Reinforcement Contingencies on Task Acquisition A Thesis Presented By Robert Mark Grant In partial fulfillment of the requirements for the degree of Master of Science

More information

Animal behaviour past papers: Jan 2002:

Animal behaviour past papers: Jan 2002: Animal behaviour past papers: Jan 2002: (2) June 2002: Jan 2003: (8+1) June 2003: Jan 2004: (5) June 2004: Jan 2005: (7+1) June 2005: No questions Jan 2006: June 2007: (4) Jan 2008: June 2008:

More information

County-Level Small Area Estimation using the National Health Interview Survey (NHIS) and the Behavioral Risk Factor Surveillance System (BRFSS)

County-Level Small Area Estimation using the National Health Interview Survey (NHIS) and the Behavioral Risk Factor Surveillance System (BRFSS) County-Level Small Area Estimation using the National Health Interview Survey (NHIS) and the Behavioral Risk Factor Surveillance System (BRFSS) Van L. Parsons, Nathaniel Schenker Office of Research and

More information

Introduction to Computational Neuroscience

Introduction to Computational Neuroscience Introduction to Computational Neuroscience Lecture 11: Attention & Decision making Lesson Title 1 Introduction 2 Structure and Function of the NS 3 Windows to the Brain 4 Data analysis 5 Data analysis

More information

Food Quality and Preference

Food Quality and Preference Food Quality and Preference 19 (8) 519 53 Contents lists available at ScienceDirect Food Quality and Preference journal homepage: www.elsevier.com/locate/foodqual Replicated triangle and duo trio tests:

More information

Human experiment - Training Procedure - Matching of stimuli between rats and humans - Data analysis

Human experiment - Training Procedure - Matching of stimuli between rats and humans - Data analysis 1 More complex brains are not always better: Rats outperform humans in implicit categorybased generalization by implementing a similarity-based strategy Ben Vermaercke 1*, Elsy Cop 1, Sam Willems 1, Rudi

More information

Building Concepts: Visualizing Linear Expressions

Building Concepts: Visualizing Linear Expressions Lesson Overview In this TI-Nspire lesson, students will use the distributive property to rewrite expressions for a given context in order to make connections between the scenario and the expression(s)

More information

(Visual) Attention. October 3, PSY Visual Attention 1

(Visual) Attention. October 3, PSY Visual Attention 1 (Visual) Attention Perception and awareness of a visual object seems to involve attending to the object. Do we have to attend to an object to perceive it? Some tasks seem to proceed with little or no attention

More information

2. Was there a scientific way to predict the outcome of a cross between two parents?

2. Was there a scientific way to predict the outcome of a cross between two parents? Name Date Period Heredity WebQuest DNA from the Beginning Mendelian Genetics Go to http://www.dnaftb.org/dnaftb/1/concept/index.html Children resemble their parents Read the text and answer the following

More information

Midterm project due next Wednesday at 2 PM

Midterm project due next Wednesday at 2 PM Course Business Midterm project due next Wednesday at 2 PM Please submit on CourseWeb Next week s class: Discuss current use of mixed-effects models in the literature Short lecture on effect size & statistical

More information

Results & Statistics: Description and Correlation. I. Scales of Measurement A Review

Results & Statistics: Description and Correlation. I. Scales of Measurement A Review Results & Statistics: Description and Correlation The description and presentation of results involves a number of topics. These include scales of measurement, descriptive statistics used to summarize

More information

Mental interaction at distance on a Photomultiplier: a pilot study.

Mental interaction at distance on a Photomultiplier: a pilot study. 10/24/2014 Mental interaction at distance on a Photomultiplier: a pilot study. Patrizio Tressoldi*, Luciano Pederzoli, Patrizio Caini, Alessandro Ferrini, Simone Melloni, Diana Richeldi, Florentina Richeldi

More information

37" A0.501? THE RESULT OF THE LEARNED HELPLESSNESS: UNCONTROLLABILITY OF REINFORCEMENT THE RESULT OF THE UNCONTROLLABILITY OF AVERSIVE STIMULI?

37 A0.501? THE RESULT OF THE LEARNED HELPLESSNESS: UNCONTROLLABILITY OF REINFORCEMENT THE RESULT OF THE UNCONTROLLABILITY OF AVERSIVE STIMULI? 37" A0.501? LEARNED HELPLESSNESS: THE RESULT OF THE UNCONTROLLABILITY OF REINFORCEMENT OR THE RESULT OF THE UNCONTROLLABILITY OF AVERSIVE STIMULI? THESIS Presented to the Graduate Council of the North

More information

Large Number Discrimination in Newborn Fish

Large Number Discrimination in Newborn Fish Laura Piffer*, Maria Elena Miletto Petrazzini, Christian Agrillo Department of General Psychology, University of Padova, Padova, Italy Abstract Quantitative abilities have been reported in a wide range

More information

Pupil dilation accuracy in the prediction of random events. The name, affiliation, and address for the lead experimenter(s) for the study:

Pupil dilation accuracy in the prediction of random events. The name, affiliation, and  address for the lead experimenter(s) for the study: KPU Registry ID Number: 1001 Date Initially Submitted: 26NOV2012 11/25/2012 The title or name of the experiment: Pupil dilation accuracy in the prediction of random events The name, affiliation, and email

More information

Supplemental Information. The Evolution of Lateralization. in Group Hunting Sailfish

Supplemental Information. The Evolution of Lateralization. in Group Hunting Sailfish Current Biology, Volume 27 Supplemental Information The Evolution of Lateralization in Group Hunting Sailfish Ralf H.J.M. Kurvers, Stefan Krause, Paul E. Viblanc, James E. Herbert-Read, Paul Zaslansky,

More information

Simulated coal spill causes mortality and growth inhibition in tropical marine organisms

Simulated coal spill causes mortality and growth inhibition in tropical marine organisms Simulated coal spill causes mortality and inhibition in tropical marine organisms Kathryn L. E. Berry 1,2,3,4*, Mia O. Hoogenboom 1,4, Florita Flores 2, Andrew P. Negri 2 1 College of Marine and Environmental

More information

Advanced age in dogs is accompanied by a variety of behavioural changes,

Advanced age in dogs is accompanied by a variety of behavioural changes, Close window to return to IVIS Norton W Milgram PhD Professor of Psychology Departments of Psychology, Pharmacology and Medical Sciences, University of Toronto, Canada Steven C Zicker, DVM PhD 1 Elizabeth

More information

Pattern recognition in tufted capuchin monkeys (Cebus apella): The role of the spatial organisation of stimulus parts

Pattern recognition in tufted capuchin monkeys (Cebus apella): The role of the spatial organisation of stimulus parts Behavioural Brain Research 181 (2007) 96 109 Research report Pattern recognition in tufted capuchin monkeys (Cebus apella): The role of the spatial organisation of stimulus parts Carlo De Lillo a,, Giovanna

More information

Discrimination and Generalization in Pattern Categorization: A Case for Elemental Associative Learning

Discrimination and Generalization in Pattern Categorization: A Case for Elemental Associative Learning Discrimination and Generalization in Pattern Categorization: A Case for Elemental Associative Learning E. J. Livesey (el253@cam.ac.uk) P. J. C. Broadhurst (pjcb3@cam.ac.uk) I. P. L. McLaren (iplm2@cam.ac.uk)

More information

Introductory Motor Learning and Development Lab

Introductory Motor Learning and Development Lab Introductory Motor Learning and Development Lab Laboratory Equipment & Test Procedures. Motor learning and control historically has built its discipline through laboratory research. This has led to the

More information

Title: A new statistical test for trends: establishing the properties of a test for repeated binomial observations on a set of items

Title: A new statistical test for trends: establishing the properties of a test for repeated binomial observations on a set of items Title: A new statistical test for trends: establishing the properties of a test for repeated binomial observations on a set of items Introduction Many studies of therapies with single subjects involve

More information

AVOIDANCE LEARNING IN SHUTTLING AND NONSHUTTLING SITUATIONS, WITH AND WITHOUT A BARRIER. Kobe Juvenile Detention and Classification Home

AVOIDANCE LEARNING IN SHUTTLING AND NONSHUTTLING SITUATIONS, WITH AND WITHOUT A BARRIER. Kobe Juvenile Detention and Classification Home Japanese Psychological Research 1964, Vol.6, No.3, 129-135 AVOIDANCE LEARNING IN SHUTTLING AND NONSHUTTLING SITUATIONS, WITH AND WITHOUT A BARRIER EIJI KUNITOMI, Kobe Juvenile Detention and Classification

More information

Dopaminergic medication increases reliance on current information in Parkinson s disease

Dopaminergic medication increases reliance on current information in Parkinson s disease In the format provided by the authors and unedited. SUPPLEMENTARY INFORMATION VOLUME: 1 ARTICLE NUMBER: 0129 Dopaminergic medication increases reliance on current information in Parkinson s disease Iris

More information

Selective bias in temporal bisection task by number exposition

Selective bias in temporal bisection task by number exposition Selective bias in temporal bisection task by number exposition Carmelo M. Vicario¹ ¹ Dipartimento di Psicologia, Università Roma la Sapienza, via dei Marsi 78, Roma, Italy Key words: number- time- spatial

More information

Representational format determines numerical competence in monkeys

Representational format determines numerical competence in monkeys Received 10 Nov 2010 Accepted 2 Mar 2011 Published 29 Mar 2011 DOI: 10.1038/ncomms1262 Representational format determines numerical competence in monkeys Vanessa Schmitt 1,2 & Julia Fischer 1,2 A range

More information

Transfer of Serial Reversal Learning in the Pigeon

Transfer of Serial Reversal Learning in the Pigeon The Quarterly Journal of Experimental Psychology (1986) 38B, 81-95 Transfer of Serial Reversal Learning in the Pigeon P. J. Durlach and N. J. Mackintosh Department of Experimental Psychology, University

More information

Agonistic interactions in crayfish: what factors determine who wins? Introduction

Agonistic interactions in crayfish: what factors determine who wins? Introduction Agonistic interactions in crayfish: what factors determine who wins? Introduction When important resources, such as food, mates or shelter, are limited, individuals of the same species will compete for

More information

AMSc Research Methods Research approach IV: Experimental [2]

AMSc Research Methods Research approach IV: Experimental [2] AMSc Research Methods Research approach IV: Experimental [2] Marie-Luce Bourguet mlb@dcs.qmul.ac.uk Statistical Analysis 1 Statistical Analysis Descriptive Statistics : A set of statistical procedures

More information

Three Attempts to Replicate the Behavioral Sunk-Cost Effect: A Note on Cunha and Caldieraro (2009)

Three Attempts to Replicate the Behavioral Sunk-Cost Effect: A Note on Cunha and Caldieraro (2009) Cognitive Science 34 (2010) 1379 1383 Copyright Ó 2010 Cognitive Science Society, Inc. All rights reserved. ISSN: 0364-0213 print / 1551-6709 online DOI: 10.1111/j.1551-6709.2010.01136.x Three Attempts

More information

Intervention- Heredity Web Quest

Intervention- Heredity Web Quest Name Date Period Intervention- Heredity Web Quest DNA from the Beginning Mendelian Genetics Go to http://www.dnaftb.org/dnaftb/1/concept/index.html Children resemble their parents Read the text and answer

More information

Daniel Boduszek University of Huddersfield

Daniel Boduszek University of Huddersfield Daniel Boduszek University of Huddersfield d.boduszek@hud.ac.uk Introduction to Correlation SPSS procedure for Pearson r Interpretation of SPSS output Presenting results Partial Correlation Correlation

More information

Chapter 1: Exploring Data

Chapter 1: Exploring Data Chapter 1: Exploring Data Key Vocabulary:! individual! variable! frequency table! relative frequency table! distribution! pie chart! bar graph! two-way table! marginal distributions! conditional distributions!

More information

Interference with spatial working memory: An eye movement is more than a shift of attention

Interference with spatial working memory: An eye movement is more than a shift of attention Psychonomic Bulletin & Review 2004, 11 (3), 488-494 Interference with spatial working memory: An eye movement is more than a shift of attention BONNIE M. LAWRENCE Washington University School of Medicine,

More information

SUPPLEMENTAL MATERIAL

SUPPLEMENTAL MATERIAL 1 SUPPLEMENTAL MATERIAL Response time and signal detection time distributions SM Fig. 1. Correct response time (thick solid green curve) and error response time densities (dashed red curve), averaged across

More information

Problem #1 Neurological signs and symptoms of ciguatera poisoning as the start of treatment and 2.5 hours after treatment with mannitol.

Problem #1 Neurological signs and symptoms of ciguatera poisoning as the start of treatment and 2.5 hours after treatment with mannitol. Ho (null hypothesis) Ha (alternative hypothesis) Problem #1 Neurological signs and symptoms of ciguatera poisoning as the start of treatment and 2.5 hours after treatment with mannitol. Hypothesis: Ho:

More information

Experimental and survey design

Experimental and survey design Friday, October 12, 2001 Page: 1 Experimental and survey design 1. There is a positive association between the number of drownings and ice cream sales. This is an example of an association likely caused

More information

Recency order judgments in short term memory: Replication and extension of Hacker (1980)

Recency order judgments in short term memory: Replication and extension of Hacker (1980) Recency order judgments in short term memory: Replication and extension of Hacker (1980) Inder Singh and Marc W. Howard Center for Memory and Brain Department of Psychological and Brain Sciences Boston

More information

Motor Programs Lab. 1. Record your reaction and movement time in ms for each trial on the individual data Table 1 below. Table I: Individual Data RT

Motor Programs Lab. 1. Record your reaction and movement time in ms for each trial on the individual data Table 1 below. Table I: Individual Data RT Motor Programs Lab Introduction. This lab will simulate an important experiment performed by Henry and Rogers (1960). The task involved the subject responding to an external signal then executing a simple,

More information

Comparing the effects of positive and negative feedback in information-integration category learning

Comparing the effects of positive and negative feedback in information-integration category learning Mem Cogn (2017) 45:12 25 DOI 10.3758/s13421-016-0638-3 Comparing the effects of positive and negative feedback in information-integration category learning Michael Freedberg 1 & Brian Glass 2 & J. Vincent

More information

Six Sigma Glossary Lean 6 Society

Six Sigma Glossary Lean 6 Society Six Sigma Glossary Lean 6 Society ABSCISSA ACCEPTANCE REGION ALPHA RISK ALTERNATIVE HYPOTHESIS ASSIGNABLE CAUSE ASSIGNABLE VARIATIONS The horizontal axis of a graph The region of values for which the null

More information

Psychological testing

Psychological testing Psychological testing Lecture 12 Mikołaj Winiewski, PhD Test Construction Strategies Content validation Empirical Criterion Factor Analysis Mixed approach (all of the above) Content Validation Defining

More information

Measures of Dispersion. Range. Variance. Standard deviation. Measures of Relationship. Range. Variance. Standard deviation.

Measures of Dispersion. Range. Variance. Standard deviation. Measures of Relationship. Range. Variance. Standard deviation. Measures of Dispersion Range Variance Standard deviation Range The numerical difference between the highest and lowest scores in a distribution It describes the overall spread between the highest and lowest

More information

Encoding of Elements and Relations of Object Arrangements by Young Children

Encoding of Elements and Relations of Object Arrangements by Young Children Encoding of Elements and Relations of Object Arrangements by Young Children Leslee J. Martin (martin.1103@osu.edu) Department of Psychology & Center for Cognitive Science Ohio State University 216 Lazenby

More information

STATISTICS AND RESEARCH DESIGN

STATISTICS AND RESEARCH DESIGN Statistics 1 STATISTICS AND RESEARCH DESIGN These are subjects that are frequently confused. Both subjects often evoke student anxiety and avoidance. To further complicate matters, both areas appear have

More information

STAT 113: PAIRED SAMPLES (MEAN OF DIFFERENCES)

STAT 113: PAIRED SAMPLES (MEAN OF DIFFERENCES) STAT 113: PAIRED SAMPLES (MEAN OF DIFFERENCES) In baseball after a player gets a hit, they need to decide whether to stop at first base, or try to stretch their hit from a single to a double. Does the

More information

Are Retrievals from Long-Term Memory Interruptible?

Are Retrievals from Long-Term Memory Interruptible? Are Retrievals from Long-Term Memory Interruptible? Michael D. Byrne byrne@acm.org Department of Psychology Rice University Houston, TX 77251 Abstract Many simple performance parameters about human memory

More information

IMPORTANCE of SPATIAL and OLFACTORY LEARNING on BAIT CONSUMPTION in the GERMAN COCKROACH

IMPORTANCE of SPATIAL and OLFACTORY LEARNING on BAIT CONSUMPTION in the GERMAN COCKROACH 59 IMPORTANCE of SPATIAL and OLFACTORY LEARNING on BAIT CONSUMPTION in the GERMAN COCKROACH Virginie Durier and Collet Rivault UMR6552, CNRS-Université de Rennes 1, Campus de Beaulieu, 35042 Rennes Cedex,

More information

PTHP 7101 Research 1 Chapter Assignments

PTHP 7101 Research 1 Chapter Assignments PTHP 7101 Research 1 Chapter Assignments INSTRUCTIONS: Go over the questions/pointers pertaining to the chapters and turn in a hard copy of your answers at the beginning of class (on the day that it is

More information

Reliability of Ordination Analyses

Reliability of Ordination Analyses Reliability of Ordination Analyses Objectives: Discuss Reliability Define Consistency and Accuracy Discuss Validation Methods Opening Thoughts Inference Space: What is it? Inference space can be defined

More information

Day 11: Measures of Association and ANOVA

Day 11: Measures of Association and ANOVA Day 11: Measures of Association and ANOVA Daniel J. Mallinson School of Public Affairs Penn State Harrisburg mallinson@psu.edu PADM-HADM 503 Mallinson Day 11 November 2, 2017 1 / 45 Road map Measures of

More information

Probability-Based Protein Identification for Post-Translational Modifications and Amino Acid Variants Using Peptide Mass Fingerprint Data

Probability-Based Protein Identification for Post-Translational Modifications and Amino Acid Variants Using Peptide Mass Fingerprint Data Probability-Based Protein Identification for Post-Translational Modifications and Amino Acid Variants Using Peptide Mass Fingerprint Data Tong WW, McComb ME, Perlman DH, Huang H, O Connor PB, Costello

More information

ANTECEDENT REINFORCEMENT CONTINGENCIES IN THE STIMULUS CONTROL OF AN A UDITORY DISCRIMINA TION' ROSEMARY PIERREL AND SCOT BLUE

ANTECEDENT REINFORCEMENT CONTINGENCIES IN THE STIMULUS CONTROL OF AN A UDITORY DISCRIMINA TION' ROSEMARY PIERREL AND SCOT BLUE JOURNAL OF THE EXPERIMENTAL ANALYSIS OF BEHAVIOR ANTECEDENT REINFORCEMENT CONTINGENCIES IN THE STIMULUS CONTROL OF AN A UDITORY DISCRIMINA TION' ROSEMARY PIERREL AND SCOT BLUE BROWN UNIVERSITY 1967, 10,

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION Supplementary Statistics and Results This file contains supplementary statistical information and a discussion of the interpretation of the belief effect on the basis of additional data. We also present

More information

PREFERENCE REVERSALS WITH FOOD AND WATER REINFORCERS IN RATS LEONARD GREEN AND SARA J. ESTLE V /V (A /A )(D /D ), (1)

PREFERENCE REVERSALS WITH FOOD AND WATER REINFORCERS IN RATS LEONARD GREEN AND SARA J. ESTLE V /V (A /A )(D /D ), (1) JOURNAL OF THE EXPERIMENTAL ANALYSIS OF BEHAVIOR 23, 79, 233 242 NUMBER 2(MARCH) PREFERENCE REVERSALS WITH FOOD AND WATER REINFORCERS IN RATS LEONARD GREEN AND SARA J. ESTLE WASHINGTON UNIVERSITY Rats

More information

NEW METHODS FOR SENSITIVITY TESTS OF EXPLOSIVE DEVICES

NEW METHODS FOR SENSITIVITY TESTS OF EXPLOSIVE DEVICES NEW METHODS FOR SENSITIVITY TESTS OF EXPLOSIVE DEVICES Amit Teller 1, David M. Steinberg 2, Lina Teper 1, Rotem Rozenblum 2, Liran Mendel 2, and Mordechai Jaeger 2 1 RAFAEL, POB 2250, Haifa, 3102102, Israel

More information

Unit 1 Exploring and Understanding Data

Unit 1 Exploring and Understanding Data Unit 1 Exploring and Understanding Data Area Principle Bar Chart Boxplot Conditional Distribution Dotplot Empirical Rule Five Number Summary Frequency Distribution Frequency Polygon Histogram Interquartile

More information

Natural Scene Statistics and Perception. W.S. Geisler

Natural Scene Statistics and Perception. W.S. Geisler Natural Scene Statistics and Perception W.S. Geisler Some Important Visual Tasks Identification of objects and materials Navigation through the environment Estimation of motion trajectories and speeds

More information

The Effect of Guessing on Item Reliability

The Effect of Guessing on Item Reliability The Effect of Guessing on Item Reliability under Answer-Until-Correct Scoring Michael Kane National League for Nursing, Inc. James Moloney State University of New York at Brockport The answer-until-correct

More information

investigate. educate. inform.

investigate. educate. inform. investigate. educate. inform. Research Design What drives your research design? The battle between Qualitative and Quantitative is over Think before you leap What SHOULD drive your research design. Advanced

More information

Supplementary Information. Gauge size. midline. arcuate 10 < n < 15 5 < n < 10 1 < n < < n < 15 5 < n < 10 1 < n < 5. principal principal

Supplementary Information. Gauge size. midline. arcuate 10 < n < 15 5 < n < 10 1 < n < < n < 15 5 < n < 10 1 < n < 5. principal principal Supplementary Information set set = Reward = Reward Gauge size Gauge size 3 Numer of correct trials 3 Numer of correct trials Supplementary Fig.. Principle of the Gauge increase. The gauge size (y axis)

More information

SHORT AND LONG MEMORIES IN OCTOPUS AND THE INFLUENCE OF THE VERTICAL LOBE SYSTEM

SHORT AND LONG MEMORIES IN OCTOPUS AND THE INFLUENCE OF THE VERTICAL LOBE SYSTEM J. Exp. Biol. (1970), 53. 385-393 385 With 4 text-figures fprinted in Great Britain SHORT AND LONG MEMORIES IN OCTOPUS AND THE INFLUENCE OF THE VERTICAL LOBE SYSTEM BY J. Z. YOUNG Department of Anatomy,

More information

The effect of visualization on visual search performance

The effect of visualization on visual search performance Attention, Perception, & Psychophysics manuscript No. (will be inserted by the editor) The effect of visualization on visual search performance Does visualisation trump vision? Alasdair D. F. Clarke, Courtney

More information

Agro/ANSC/Biol/Gene/Hort 305 Fall, 2017 MENDELIAN INHERITANCE Chapter 2, Genetics by Brooker (Lecture outline) #2

Agro/ANSC/Biol/Gene/Hort 305 Fall, 2017 MENDELIAN INHERITANCE Chapter 2, Genetics by Brooker (Lecture outline) #2 Agro/ANSC/Biol/Gene/Hort 305 Fall, 2017 MENDELIAN INHERITANCE Chapter 2, Genetics by Brooker (Lecture outline) #2 MENDEL S LAWS OF INHERITANCE Gregor Johann Mendel (1822-1884) is considered the father

More information

Jennifer J. McComas and Ellie C. Hartman. Angel Jimenez

Jennifer J. McComas and Ellie C. Hartman. Angel Jimenez The Psychological Record, 28, 58, 57 528 Some Effects of Magnitude of Reinforcement on Persistence of Responding Jennifer J. McComas and Ellie C. Hartman The University of Minnesota Angel Jimenez The University

More information

RECALL OF PAIRED-ASSOCIATES AS A FUNCTION OF OVERT AND COVERT REHEARSAL PROCEDURES TECHNICAL REPORT NO. 114 PSYCHOLOGY SERIES

RECALL OF PAIRED-ASSOCIATES AS A FUNCTION OF OVERT AND COVERT REHEARSAL PROCEDURES TECHNICAL REPORT NO. 114 PSYCHOLOGY SERIES RECALL OF PAIRED-ASSOCIATES AS A FUNCTION OF OVERT AND COVERT REHEARSAL PROCEDURES by John W. Brelsford, Jr. and Richard C. Atkinson TECHNICAL REPORT NO. 114 July 21, 1967 PSYCHOLOGY SERIES!, Reproduction

More information

INTRODUCTION TO STATISTICS

INTRODUCTION TO STATISTICS Basic Statistics Introduction to Statistics Basic Statistical Formulas Commonly used Ecological Equations INTRODUCTION TO STATISTICS Statistics is the branch of mathematics that deals with the techniques

More information

Language: English Course level: Doctoral level

Language: English Course level: Doctoral level Course Description: Bayesian data analysis and multilevel modeling 7.5hp Course leader Marco Tullio Liuzza Phone: 08-164601 Teachers Marco Tullio Liuzza Phone: 08-164601 Mats Nilsson Phone: 08-16 46 05

More information

Sawtooth Software. MaxDiff Analysis: Simple Counting, Individual-Level Logit, and HB RESEARCH PAPER SERIES. Bryan Orme, Sawtooth Software, Inc.

Sawtooth Software. MaxDiff Analysis: Simple Counting, Individual-Level Logit, and HB RESEARCH PAPER SERIES. Bryan Orme, Sawtooth Software, Inc. Sawtooth Software RESEARCH PAPER SERIES MaxDiff Analysis: Simple Counting, Individual-Level Logit, and HB Bryan Orme, Sawtooth Software, Inc. Copyright 009, Sawtooth Software, Inc. 530 W. Fir St. Sequim,

More information

Information and cue-priming effects on tip-of-the-tongue states

Information and cue-priming effects on tip-of-the-tongue states Information and cue-priming effects on tip-of-the-tongue states Psycholinguistics 2 Contents: Introduction... 1 Pilot Experiment... 2 Experiment... 3 Participants... 3 Materials... 4 Design... 4 Procedure...

More information

Statistical Methods and Reasoning for the Clinical Sciences

Statistical Methods and Reasoning for the Clinical Sciences Statistical Methods and Reasoning for the Clinical Sciences Evidence-Based Practice Eiki B. Satake, PhD Contents Preface Introduction to Evidence-Based Statistics: Philosophical Foundation and Preliminaries

More information

4 Diagnostic Tests and Measures of Agreement

4 Diagnostic Tests and Measures of Agreement 4 Diagnostic Tests and Measures of Agreement Diagnostic tests may be used for diagnosis of disease or for screening purposes. Some tests are more effective than others, so we need to be able to measure

More information

THE SYMBOLIC DISTANCE EFFECT FOR ALPHABETIC ORDER JUDGEMENTS : A SUBJECTIVE REPORT AND REACTION TIME ANALYSIS

THE SYMBOLIC DISTANCE EFFECT FOR ALPHABETIC ORDER JUDGEMENTS : A SUBJECTIVE REPORT AND REACTION TIME ANALYSIS Quarterly Journal of Experimental Psychology (1978) 30, 33-43. THE SYMBOLIC DISTANCE EFFECT FOR ALPHABETIC ORDER JUDGEMENTS : A SUBJECTIVE REPORT AND REACTION TIME ANALYSIS J. M. E. HAMILTON AND A. J.

More information

Authors: Abstract: Keywords: Introduction

Authors: Abstract: Keywords: Introduction Light or Dark Preference of Peromyscus leucopus in a Y-maze Choice Experiment Authors: Eleanor Shore, Jimmy Lovett *, and Dr. Karen McBee Abstract: Peromyscus leucopus, or white-footed mouse, is a small

More information

Habituation of Predator Inspection and Boldness in the Guppy. Severtsov Institute of Ecology and Evolution, Russian Academy of

Habituation of Predator Inspection and Boldness in the Guppy. Severtsov Institute of Ecology and Evolution, Russian Academy of Habituation of Predator Inspection and Boldness in the Guppy (Poecilia reticulata) S. V. Budaev 1 and D. D. Zworykin Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Leninskii

More information

Fundamentals of Psychophysics

Fundamentals of Psychophysics Fundamentals of Psychophysics John Greenwood Department of Experimental Psychology!! NEUR3045! Contact: john.greenwood@ucl.ac.uk 1 Visual neuroscience physiology stimulus How do we see the world? neuroimaging

More information

How to get the most out of data with Bayes

How to get the most out of data with Bayes How to get the most out of data with Bayes Thomas Bayes 1702-1761 Zoltán Dienes Harold Jeffreys 1891-1989 Evidence for H0 No evidence to speak of Evidence for H1 P-values make a two-way distinction: Evidence

More information

No Evidence for Feature Overwriting in Visual Working Memory. Zurich c. Technische Universität Dresden. Fetscherstraße Dresden.

No Evidence for Feature Overwriting in Visual Working Memory. Zurich c. Technische Universität Dresden. Fetscherstraße Dresden. 1 This is a preprint of an article whose final and definitive form will be published in Memory (in press). DOI: 10.1080/09658211.2013.794243 Copyright. Memory (Taylor & Francis Group). This article may

More information

Changing expectations about speed alters perceived motion direction

Changing expectations about speed alters perceived motion direction Current Biology, in press Supplemental Information: Changing expectations about speed alters perceived motion direction Grigorios Sotiropoulos, Aaron R. Seitz, and Peggy Seriès Supplemental Data Detailed

More information

Does momentary accessibility influence metacomprehension judgments? The influence of study judgment lags on accessibility effects

Does momentary accessibility influence metacomprehension judgments? The influence of study judgment lags on accessibility effects Psychonomic Bulletin & Review 26, 13 (1), 6-65 Does momentary accessibility influence metacomprehension judgments? The influence of study judgment lags on accessibility effects JULIE M. C. BAKER and JOHN

More information

On the Targets of Latent Variable Model Estimation

On the Targets of Latent Variable Model Estimation On the Targets of Latent Variable Model Estimation Karen Bandeen-Roche Department of Biostatistics Johns Hopkins University Department of Mathematics and Statistics Miami University December 8, 2005 With

More information

Supplementary Figure 1. Recording sites.

Supplementary Figure 1. Recording sites. Supplementary Figure 1 Recording sites. (a, b) Schematic of recording locations for mice used in the variable-reward task (a, n = 5) and the variable-expectation task (b, n = 5). RN, red nucleus. SNc,

More information

POST-ALLOGROOMING REDUCTIONS IN SELF-DIRECTED BEHAVIOUR ARE AFFECTED BY ROLE AND STATUS IN THE GREEN WOODHOOPOE

POST-ALLOGROOMING REDUCTIONS IN SELF-DIRECTED BEHAVIOUR ARE AFFECTED BY ROLE AND STATUS IN THE GREEN WOODHOOPOE 2 3 4 5 6 POST-ALLOGROOMING REDUCTIONS IN SELF-DIRECTED BEHAVIOUR ARE AFFECTED BY ROLE AND STATUS IN THE GREEN WOODHOOPOE Andrew N. Radford Electronic Supplementary Material 8 9 0 2 3 4 5 6 8 9 Study Species

More information

Study Unit 3 -Part 2. Consumer Learning SIM University. All rights reserved. Introduction. In this presentation, you will learn:

Study Unit 3 -Part 2. Consumer Learning SIM University. All rights reserved. Introduction. In this presentation, you will learn: Study Unit 3 -Part 2 Consumer Learning Introduction In this presentation, you will learn: Consumer learning process Various theories of learning Consumer Learning in Marketing Consumer learning is the

More information

Control processes in voluntary and explicitly cued task switching

Control processes in voluntary and explicitly cued task switching THE QUARTERLY JOURNAL OF EXPERIMENTAL PSYCHOLOGY, 2014 Vol. 67, No. 10, 1944 1958, http://dx.doi.org/10.1080/17470218.2013.879390 Control processes in voluntary and explicitly cued task switching Michael

More information

Name: Period: Date: Unit Topic: Science and the Scientific Method Grade Level: 9

Name: Period: Date: Unit Topic: Science and the Scientific Method Grade Level: 9 Name: Period: Date: Unit Topic: Science and the Scientific Method Grade Level: 9 Student Learning Map Key Learning: Science is a verifiable and self-correcting oraganized body of knowledge about nature.

More information