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Course: IIE 269, Summer 2008
School: Purdue
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Greg Professor Francis 5/27/08 Language Language development IIE 269: Cognitive Psychology Instinctive your brain is wired to work with grammars, words, phrases Greg Francis Lecture 30 Learning you do have to learn some specifics for your native tongue When should you learn a foreign language? rules words Learning Babies and phonemes What is learned? How does a child learn? How much...

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Greg Professor Francis 5/27/08 Language Language development IIE 269: Cognitive Psychology Instinctive your brain is wired to work with grammars, words, phrases Greg Francis Lecture 30 Learning you do have to learn some specifics for your native tongue When should you learn a foreign language? rules words Learning Babies and phonemes What is learned? How does a child learn? How much about language does a child babies are interested in new things know? attach a tape player to a pacifier When have you mastered language? each suck causes the player to play a sound How do you learn a second language? What do babies do? Babies When the syllable changes babies suck more often ba, ba, , pa, pa, pa, pa, pa, Moreover, they hear things the way adults do you can change the pronunciation (timing) of b a and still hear it as ba Babies hear a ll phonemes, even ones their parents cannot distinguish BA PA Babies, even newborns, do show a preference for what will become their native tongue occurs because they hear mothers voice while in the womb babies hear it the same way Repetition of the same sound leads to boredom and fewer sucks ba, b a, ba, ba, ba, b a, ba, ba, Babies and phonemes Infants have linguistic skills as soon as they are born Mostly prefer the melody, stress, timing French infants like French and Italian equally well playing language backwards keeps many consonants but distorts melody (babies are not interested) 1 Professor Greg Francis 5/27/08 Language development Physiological changes Babbling newborns larynx (voicebox) is up in the nasal passage (lets them drink and breath at same time) 3 month olds l arynx is in the throat (like an adults) lets tongue move around patterns are common across languages Between 7-8 months babies start babbling in syllables By the end of the first year babies combine syllables to sound like words neh-nee Between 5-7 months, babies start making sounds da-dee clicks, hums, hisses, smacks, Babbling sounds are the same in all languages meh-neh Babbling is important children who do not babble show retarded speech development ba-ba-ba-ba-ba neh-neh-neh deaf children babble with hands, if parents use sign language da-da-da-da-da Babbling Babbling teaches child how sequences of muscle combinations lead to different sounds Language stages 1) Cooing (first several months) necessary to produce speech Nearly all children learn language in stages 2) Babbling (~6 months) By about 10 months babies learn the sounds of their native tongue 3) One word utterances (~1 year) they can no longer distinguish phonemes that are not part of the language 4) Two-word utterances and telegraphic speech (1-3 years) Part of learning is forgetting! 5) Basic adult sequences with grammar (~4 years) The rate of learning varies substantially Learning words Children learn words with ridiculous ease An average 6 year old knows 13,000 words Around 18 months All dry. The average high school graduate knows about 60,000 different words (not counting compound words and such) means that in 17 years of life (not counting the first one), they learned an average of 10 new words each day (one word every 90 waking minutes) All wet. I shut. No bed. No pee. this is without knowing how to read! All messy. I sit. learned one new word every two waking hours Children learn simple rules of syntax S ee baby. See pretty. Content is similar for all languages objects appear, disappear, move, people do things, see things, ask questions, who, what, where,... 2 Professor Greg Francis 5/27/08 All hell breaks loose language Errors After mastering 2-word strings, toddlers go crazy on Three year olds make lots of grammatical errors Consider changes in language (year;month) that is because there are lots of opportunities for errors (2;3) Play checkers. Big drum. I got horn. (2;5) Now put boots on. Where wrench go? What that paper clip doing? but pick any particular grammatical rule and you find most three year olds obey it most of the time (2;7) Ursula has a boot on. Shadow has hat like that. this is amazing because there lots of cases that you would expect would be difficult to learn (2;9) Where Mommy keep her pocket book? Show you something funny. (2;11) Why you mixing baby chocolate? I finishing drinking all up down my throat. (3;1) You went to Boston University? Doggies like to climb up. Expected errors Consider a child hearing adults talk and how they might incorrectly apply what they learn Errors He did eat. --> He didnt eat. -ed to make the past tense of a verb teacher My holded the baby rabbits and we patted them. Hey, Horton heared a Who. I finded R enee. He is smiling. --> Does he be smiling? Once upon a time a alligator was eating a dinosaur and the dinosaur was eating the alligator and the dinosaur was eaten by the alligator and the alligator g oed kerplunk. He did a few things. --> He didnt a few things. Overgeneralizations Overgeneralization These past tense forms sound wrong because English has around 180 irregular verbs If a child cannot remember (in its lexicon) s/he defaults to the rule These errors are for the most difficult parts of a language to learn Because they dont follow the normal rules slay-slew rend - rent Irregular forms have to be memorized, word by word strive -strove dwell - dwelt These past-tense forms are not derived from rules Adults do the same thing tread - trod inherited from other languages Children often over generalize a rule -s to pluralize a noun Mouses, leafs Out of 66,000 sentences, children never made these errors He seems happy. --> Does he seem happy? Children d o make errors, but the errors are consistent with rules of language smite - smote Sound weird because we do not often hear them many adults regularize the words treaded, strived, dwelled, slayed, r ended, smited thus language changes ! 3 Professor Greg Francis 5/27/08 Syntax errors Children make similar mistakes in applying grammatical rules Syntax errors Children over generalize application of the causative rule to inappropriate verbs In English there is a causative rule that applies to some verbs and not others I g o to the bathroom. --> G o me to the bathroom. Aunt Jane died. --> The tiger will come and eat David and then he will be died and I wont have a little brother anymore. takes a verb meaning to do something and converts it to a verb meaning to cause to do something I d rink with a cup. --> Y awny Baby - you can push her mouth open to drink her. Thus you can say The butter m elted. --> Sally melted the butter. Many of these errors would be fine in other languages! The ball bounced. --> Hiram bounced the ball. The situation is similar to the special past tense verbs But you cant say the second of each pair This rule must be memorized as applying to some verbs and not others I like sausage. --> I am l iked of sausage. I g iggled. --> Sally giggled me. Syntax errors Adults also misapply the causative rule Motherese Parents tend to talk differently to children than to adults Sparkle your table with Cape Cod classic glass-ware. Well, that decided me. slower This new golf ball could o bsolete many golf courses. more exaggerated in pitch If she subscribes us up, shell get a bonus. more directed to the here and now Childrens errors tend to track the more difficult aspects of a language, relative to other languages Adults make the same kinds of mistakes for still more difficult to remember cases more grammatical These properties may make it easier to learn language it is not critical, though, cultures vary widely! Motherese Lots of questions Motherese Moreover, m otherese is not simple provides a framework on which to learn language Wheres baby? melodies What happened? What did he eat? In terms of grammar, these are among the most difficult sentences in English require traces (which we did not discuss) Motherese does provide an indication of meaning rise-and-fall -> approving set of sharp, staccato bursts --> prohibiting rise pattern --> direct attention smooth murmurs --> soothing Possibly universal! Think schemas intransitive verbs, meaning auxiliaries, ... 4 Professor Greg Francis 5/27/08 Second language Second language It is difficult (and rare) for an adult to become fluent in a second language High school and college is just about the worst time to try to learn a second language It should be in kindergarten or preschool children do it easily Immigrants who arrive after age 6 may never fully What accounts for the difference? learn a second language most likely it is age there seems to be a critical period during which language can be learned Children who fail to learn any language by age 6 never do they might create a pidgin of some sort beyond age six (or so) it is very difficult to learn a language (first or second) Conclusions Next time Brocas aphasia Wernickes aphasia Anomia Language ability of chimps Whats the big deal about Nim Chimpsky? Language development Language & brain Stages of learning Errors Motherese Second language 5
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Purdue - IIE - 269
Greg Francis5/27/08What is consciousness?ConsciousnessIIE 269: Cognitive PsychologyGreg FrancisAwareness of events, stimuli, thoughts,selfDo you see red like I see green?A sequence of meaningful itemsLecture 32Stream of thoughtsDistinct from u
Purdue - IIE - 366
P rof. Greg Francis7/7/08Chapter 5: Perceptual andMotor DevelopmentPerceptual developmentIIE 366: DevelopmentalModule 5.1 Basic Sensory andPerceptual ProcessesPsychologyGreg FrancisLecture 11Children and Their Development, 4/e by Robert KailMe
Purdue - IIE - 366
P rof. Greg Francis7/8/08Chapter 5: Perceptual andMotor DevelopmentComplex perceptual developmentIIE 366: DevelopmentalModule 5.2 Complex PerceptualProcessesPsychologyGreg FrancisLecture 12Children and Their Development, 4/e by Robert Kail5.1
Purdue - IIE - 366
P rof. Greg Francis7/10/08Piaget and his researchI. Piaget: A BriefIIE 366: DevelopmentalBiographyPsychologyII. Piagets Account ofGreg FrancisObject PermanenceLecture 15III. Core Knowledge ofObjectsI. Piaget: A BriefBiography (1896-1980)A.
Purdue - IIE - 366
P rof. Greg Francis7/15/08Chapter 8: Intelligence andIndividual Differences in CognitionIntelligenceIIE 366: DevelopmentalModule 8.1 What is Intelligence?PsychologyModule 8.2 Measuring Intelligence[Module 8.3 Special Children, SpecialNeeds]Greg
Purdue - IIE - 366
P rof. Greg Francis7/16/08EmotionEmotionsI. Emotional Development:IIE 366: DevelopmentalUnderstanding Causes ofPsychologyEmotionsGreg FrancisII. Temperament: Is a RestlessLecture 24Fetus an Active Baby?III. Attachment Across theLifespanI. E
Purdue - IIE - 366
P rof. Greg Francis7/27/08Chapter 11: Understanding Selfand OthersUnderstand self and othersIIE 366: DevelopmentalModule 11.1 Who Am I? Self-ConceptPsychologyModule 11.2 Self-EsteemModule 11.3 Understanding OthersGreg FrancisLecture 27Children
Purdue - IIE - 366
Prof. Greg Francis7/27/08Gender IIE 366: Developmental Psychology Greg Francis Lecture 30Chapter 13: Gender and DevelopmentModule 13.1 Gender Stereotypes Module 13.2 Differences Related to Gender Module 13.3 Gender Identity Module 13.4 Gender Roles in
Purdue - IIE - 366
P rof. Greg Francis7/29/08Chapter 14: Family RelationshipsFamilyIIE 366: DevelopmentalModule 14.1 ParentingPsychologyModule 14.2 The Changing FamilyGreg FrancisModule 14.3 Brothers and SistersModule 14.4 Maltreatment: Parent-ChildRelationships
Purdue - PSY - 201
PSY 2011Introduction to Statistics in Psychology: PSY 201Greg Francis, PhDDepartment of Psychological SciencesPsychological Sciences Building, Room 3174(765) 494-6934email: gfrancis@purdue.eduhttp:/www1.psych.purdue.edu/gfrancis/Classes/PSY201/Ho
Purdue - PSY - 201
PSY 2011Introduction to Statistics in Psychology: PSY 201Greg Francis, PhDDepartment of Psychological SciencesPsychological Sciences Building, Room 3174(765) 494-6934email: gfrancis@purdue.eduhttp:/www1.psych.purdue.edu/gfrancis/Classes/PSY201/Ho
Purdue - PSY - 201
PSY 2011Introduction to Statistics in Psychology: PSY 201Greg Francis, PhDDepartment of Psychological SciencesPsychological Sciences Building, Room 3174(765) 494-6934email: gfrancis@purdue.eduhttp:/www1.psych.purdue.edu/gfrancis/Classes/PSY201/Ho
Purdue - PSY - 201
PSY 2011Introduction to Statistics in Psychology: PSY 201Greg Francis, PhDDepartment of Psychological SciencesPsychological Sciences Building, Room 3174(765) 494-6934email: gfrancis@purdue.eduhttp:/www1.psych.purdue.edu/gfrancis/Classes/PSY201/Ho
Purdue - PSY - 201
PSY 2011Introduction to Statistics in Psychology: PSY 201Greg Francis, PhDDepartment of Psychological SciencesPsychological Sciences Building, Room 3174(765) 494-6934email: gfrancis@purdue.eduhttp:/www1.psych.purdue.edu/gfrancis/Classes/PSY201/Ho
Purdue - PSY - 201
PSY 2011Introduction to Statistics in Psychology: PSY 201Greg Francis, PhDDepartment of Psychological SciencesPsychological Sciences Building, Room 3174(765) 494-6934email: gfrancis@purdue.eduhttp:/www1.psych.purdue.edu/gfrancis/Classes/PSY201/Ho
Purdue - PSY - 201
PSY 2011Introduction to Statistics in Psychology: PSY 201Greg Francis, PhDDepartment of Psychological SciencesPsychological Sciences Building, Room 3174(765) 494-6934email: gfrancis@purdue.eduhttp:/www1.psych.purdue.edu/gfrancis/Classes/PSY201/Ho
Purdue - PSY - 201
PSY 2011Introduction to Statistics in Psychology: PSY 201Greg Francis, PhDDepartment of Psychological SciencesPsychological Sciences Building, Room 3174(765) 494-6934email: gfrancis@purdue.eduhttp:/www1.psych.purdue.edu/gfrancis/Classes/PSY201/Ho
Purdue - PSY - 201
PSY 2011Introduction to Statistics in Psychology: PSY 201Greg Francis, PhDDepartment of Psychological SciencesPsychological Sciences Building, Room 3174(765) 494-6934email: gfrancis@purdue.eduhttp:/www1.psych.purdue.edu/gfrancis/Classes/PSY201/Ho
Purdue - PSY - 201
PSY 2011Introduction to Statistics in Psychology: PSY 201Greg Francis, PhDDepartment of Psychological SciencesPsychological Sciences Building, Room 3174(765) 494-6934email: gfrancis@purdue.eduhttp:/www1.psych.purdue.edu/gfrancis/Classes/PSY201/Ho
Purdue - PSY - 201
PSY 2011Introduction to Statistics in Psychology: PSY 201Greg Francis, PhDDepartment of Psychological SciencesPsychological Sciences Building, Room 3174(765) 494-6934email: gfrancis@purdue.eduhttp:/www1.psych.purdue.edu/gfrancis/Classes/PSY201/Ho
Purdue - PSY - 201
PSY 2011Introduction to Statistics in Psychology: PSY 201Greg Francis, PhDDepartment of Psychological SciencesPsychological Sciences Building, Room 3174(765) 494-6934email: gfrancis@purdue.eduhttp:/www1.psych.purdue.edu/gfrancis/Classes/PSY201/Ho
Purdue - PSY - 201
PSY 2011Introduction to Statistics in Psychology: PSY 201Greg Francis, PhDDepartment of Psychological SciencesPsychological Sciences Building, Room 3174(765) 494-6934email: gfrancis@purdue.eduhttp:/www1.psych.purdue.edu/gfrancis/Classes/PSY201/Ho
Purdue - PSY - 201
PSY 2011Introduction to Statistics in Psychology: PSY 201Greg Francis, PhDDepartment of Psychological SciencesPsychological Sciences Building, Room 3174(765) 494-6934email: gfrancis@purdue.eduhttp:/www1.psych.purdue.edu/gfrancis/Classes/PSY201/Ho
Purdue - PSY - 201
Introduction to Statistics inPsychologyPSY 201Professor Greg FrancisLecture 01How to avoid being a schmuck.MAKING JUDGMENTSA PROBLEMwe have to make judgments all thetimepeople are not very good at answeringthese kinds of questions. we makesyst
Purdue - PSY - 201
DISTRIBUTIONSIntroduction to Statistics inPsychologyAs we saw last time, a well-drawngraph conveys a lot of usefulinformation.PSY 201Professor Greg FrancisFREQUENCYDISTRIBUTIONSfrequency versus score class interval(from data set in book)but a
Purdue - PSY - 201
Introduction to Statistics inPsychologyDISTRIBUTION USESLIMITATIONSsummarize dataLast time we discussed percentiles andpercentile ranksPSY 201Professor Greg FrancisLecture 05central tendencyWanna bet?indicate most frequent data valuesindicate
Purdue - PSY - 201
DESCRIPTIONRANGEcentral tendency gives on indication ofwhere most, many, or average, scoresareHighest score - lowest score + 1Introduction to Statistics inPsychologyPSY 201Professor Greg FrancisLecture 06variabilitystandard scoresHow to make
Purdue - PSY - 201
DISTRIBUTIONGOALfrequency of scores plotted againstscoredescribe (summarize) distributionsIntroduction to Statistics inPsychologyPSY 201 shape: unimodal, bimodal, skew,.Professor Greg Francis40Lecture 07Describing everyones height.Frequencyn
Purdue - PSY - 201
Introduction to Statistics inPsychologyPSY 201Professor Greg FrancisLecture 08normal distributionpercentilesNORMAL DISTRIBUTIONSSTANDARD NORMALwhen the distribution is a normaldistribution, we can describe thedistribution by just specifyingass
Purdue - PSY - 201
Introduction to Statistics inPsychologyPSY 201Professor Greg FrancisLecture 09normal distributionpercentile ranksA statistical approach to assigninggrades.STANDARD NORMALPERCENTILE RANKSassume you have a standard normaldistribution(dont worry
Purdue - PSY - 201
CORRELATIONPSY 201Lecture 10plot value of one variable against thevalue of the other variable SAT scores, GPA hours in therapy, self-esteemcorrelation grade on homeworks, grade on examsDid I damage my daughters eyes? number of risk factors, prob
Purdue - PSY - 201
LINEARITYsuppose you get r 0.Does that mean there is no relationbetween the data sets?PSY 201r is partly an index of how well astraight line ts the data setr = 0.903Professor Greg Francismany aspects of the data may aectthe value of rLecture 11
Purdue - PSY - 201
DISTRIBUTIONIntroduction to Statistics inPsychologyPSY 201Professor Greg FrancisLecture 15Sampling distributionsCan you read my mind?DICE ROLESrepresentation of all possible outcomesarea under the curve representsrelative frequency of eventsco
Purdue - PSY - 201
Introduction to Statistics inPsychologyPSY 201Professor Greg FrancisINFERENTIAL STATISTICSINFERENTIAL STATISTICSwhen we get a set of data it is eitherfrom all possible sources (population)or a subset of sources (sample)to estimate a parameter( w
Purdue - PSY - 201
PSY 201Professor Greg FrancisLecture 17Sampling distribution of the meanMarvel at my predictive powers!SAMPLINGDISTRIBUTIONsuppose we have a population with amean and a standard deviation the dierent X i sample means that arecalculated will be r
Purdue - PSY - 201
Introduction to Statistics inPsychologyPSY 201Professor Greg FrancisLecture 18Hypothesis testing of the meanWhy I dont use herbal medicinesSUPPOSEHYPOTHESIS TESTINGwe think the mean value of apopulation of SAT scores is = 455in hypothesis testi
Purdue - PSY - 201
SUPPOSEHYPOTHESIS TESTINGthe we think the mean value of apopulation of SAT scores is = 455with = 100four stepsIntroduction to Statistics inPsychologyPSY 201Professor Greg FrancisLecture 19Hypothesis testing of the meanwe take a sample of 144 f
Purdue - PSY - 201
Introduction to Statistics inPsychologyPSY 201Professor Greg FrancisLecture 20Hypothesis testing of the meanDo nuclear plants make you sick?UP TO NOWUNKNOWN if we knowof all the information we need, only is hard to get . From H0 X . From the
Purdue - PSY - 201
LAST TIMEPOINT ESTIMATIONwe know how to check if a samplemean, X , is statistically signicantlydierent from a hypothesizedpopulation mean, .single value that represents the bestestimate of a population valueIntroduction to Statistics inPsychology
Purdue - PSY - 201
LAST TIMECONFIDENCEconstruct an interval around anobserved statistic, Xwe never say that a 95% condence intervalcontains with probability 0.95Introduction to Statistics inPsychologyPSY 201either the interval contains or it does notProfessor Greg
Purdue - PSY - 201
Introduction to Statistics inPsychologyPSY 201Professor Greg FrancisLecture 23Hypothesis testing for correlationsHYPOTHESIS TESTINGHYPOTHESIS TESTINGfour stepswe need to know the properties of thesampling distribution1. State the hypothesis.2.
Purdue - PSY - 201
Introduction to Statistics inPsychologyHYPOTHESIS TESTINGCONFIDENCE INTERVALSfour stepssometimes have ve steps if want toinclude CIsPSY 201Professor Greg FrancisLecture 24Correlations and proportions1. State the hypothesis.2. Set the criterion
Purdue - PSY - 201
Introduction to Statistics inPsychologyHYPOTHESIS TESTINGTWO-SAMPLE CASE FORTHE MEANPSY 201H0 : = aProfessor Greg FrancisHa : = auseful when you want to comparemeans of two groupsLecture 25Hypothesis testing for two sample caseWhy do we let p
Purdue - PSY - 201
Introduction to Statistics inPsychologyHOMOGENEITY OFVARIANCEHOMOGENEITY OFVARIANCEPSY 201last time we noted that to carry outhypothesis testing we need to calculatestandard errorturns out to be important only whensample sizes are dierent, n1 =
Purdue - PSY - 201
Introduction to Statistics inPsychologyPSY 201Professor Greg FrancisLecture 27Hypothesis testing for dependentsample meansJust relax.DEPENDENT SAMPLESCORRELATED DATAtwo samples of data are dependentwhen each score in one sample ispaired with a
Purdue - PSY - 201
Introduction to Statistics inPsychologyPSY 201TESTSCORRELATIONSTo carry out a hypothesis test youreally just need to know a few things:you have two independent populations(not much need for tests withdependent samples)Professor Greg Francis1) T
Purdue - PSY - 201
Introduction to Statistics inPsychologyPSY 201Professor Greg FrancisLecture 29Hypothesis testing for two samplecaseother statisticsWhat do people think aboutdeath?DEPENDENT SAMPLESEXAMPLEwhen the samples are notindependent, hypothesis testing
Purdue - PSY - 201
HYPOTHESIS TESTINGIntroduction to Statistics inPsychologyProfessor Greg Francissuppose I want to test whether apopulation mean is dierent from avalueLecture 30H0 : = 455PSY 201now further suppose that thepopulation mean really is dierent, sayi
Purdue - PSY - 201
Introduction to Statistics inPsychologyHYPOTHESIS TESTINGProfessor Greg Francissuppose I want to test whether apopulation mean is dierent from avalueLecture 31H0 : = 455PSY 201Will your research project work?State of natureDecision madeH0 tru
Purdue - PSY - 201
Introduction to Statistics inPsychologyPSY 201HYPOTHESIS TESTINGMULTIPLE t- TESTSwe know how to test the dierenceof two meansif we have K = 5 populationmeans, we might want to compareeach mean to all the othersProfessor Greg FrancisLecture 33A
Purdue - PSY - 201
Introduction to Statistics inPsychologyPSY 201Professor Greg FrancisLecture 34ANalysis Of VArianceMULTIPLE t- TESTSANOVA VARIABLESif we have K = 5 populationmeans, we might want to compareeach mean to all the othersindependent variables: variab
Purdue - PSY - 201
TESTINGSUM OF SQUARES4 STEPScalculating the sum of squares (within,between, total) can be messycan make it a bit easierLecture 351. State the hypothesis. : H0 :1 = 2 = . = K , Ha : i =j for some i, j .ANalysis Of VAriance2. Set the criterion. F
Purdue - PSY - 201
Introduction to Statistics inPsychologyPSY 201Professor Greg FrancisLecture 36ANalysis Of VArianceThe last topic!REPEATED MEASURESSUM OF SQUARESone way ANOVA deals withindependent samplesscores for an individual aredependentscores for dierent
Purdue - PSY - 201
Introduction to Statistics inPsychologyPSY 201Professor Greg FrancisMAKING JUDGMENTSA PROBLEMwe have to make judgments all thetimepeople are not very good at answeringthese kinds of questions. we makesystematic errors (take PSY 200, PSY285 or P
Purdue - PSY - 201
Introduction to Statistics in Psychology: PSY 201Greg Francis, PhDDepartment of Psychological SciencesPsychological Sciences Building, Room 3174, (765) 494-6934email: gfrancis@purdue.eduhttp:/www.psych.purdue.edu/gfrancis/Classes/PSY201/index.htmlSt
Purdue - PSY - 201
Introduction to Statistics in Psychology: PSY 201Greg Francis, PhDDepartment of Psychological SciencesPsychological Sciences Building, Room 3174, (765) 494-6934email: gfrancis@purdue.eduhttp:/www.psych.purdue.edu/gfrancis/Classes/PSY201/index.htmlSt
Purdue - PSY - 201
Introduction to Statistics in Psychology: PSY 201Greg Francis, PhDDepartment of Psychological SciencesPsychological Sciences Building, Room 3174, (765) 494-6934email: gfrancis@purdue.eduhttp:/www.psych.purdue.edu/gfrancis/Classes/PSY201/index.htmlSt
Purdue - PSY - 201
Introduction to Statistics in Psychology: PSY 201Greg Francis, PhDDepartment of Psychological SciencesPsychological Sciences Building, Room 3174, (765) 494-6934email: gfrancis@purdue.eduhttp:/www.psych.purdue.edu/gfrancis/Classes/PSY201/index.htmlSt
Purdue - HIST - 104
Final Examination Prep SheetHistory 104-1 / Spring 2012Please note: the exam will take place on Wednesday, May 2 at 7:00 pm in the same classroom(PHYS 114). Bring two unmarked blue (or green) books; you will write one essay in each.Part I. Factual Que
Purdue - HIST - 104
First Midterm Prep SheetHistory 104 / for February 20, 2012Part I. Factual QuestionsDirections: Below you will find a list of people and terms I expect you to know. Be prepared toanswer matching questions about these items; on the exam, you will be ex
Purdue - HIST - 104
Second Midterm Prep SheetHistory 104 / for March 30, 2012Part I. Factual QuestionsDirections: As before, here is a list of relevant people and terms. Be prepared to answer matchingquestions about these items; on the exam, you will be expected to read