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Descriptive Statistics
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1
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Sep 02
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Introduction to statistical inference and motivating examples
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AA0 Unit 1
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001, 002
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001-getting-started
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2
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Sep 07
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Exploring data
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AA0 Unit 3, AAO Unit 4, AAO Unit 5, AAO Unit 6, Section 1.1 – 1.5
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003, 004
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A1 due Sep 6
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Sep 09
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Data visualization
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ggplot2 grammar guide, Section 1.6
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005
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3
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Sep 14
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Grammar of graphics
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Section 2, Section 3, Section 4, Section 5
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006
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002-data-basics
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A2 due Sep 13
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Sampling Distributions
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Sep 16
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Statistical parameters
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Section 6
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007
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4
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Sep 21
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Probability
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Section 7, AAO Unit 18, AAO Unit 19
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008
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A3 due Oct 3
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Sep 23
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Random Variables
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Section 8, AAO Unit 20
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009
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5
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Sep 28
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Sampling Distributions, Normal Curves, CLT
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Section 9, Section 10, AAO Unit 7, AAO Unit 8, AAO Unit 22
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010, 011, 012
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003-ocean-depths, 004-pnorm-qnorm
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Sep 30
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Confidence Intervals
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Section 11, AAO Unit 24
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013
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6
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Oct 05
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Bootstrap
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Scientific American Article, Section 12
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014
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One Sample Inference
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Oct 07
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One sample mean
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Section 13, AAO Unit 26
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015
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005-one-sample-mean
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7
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Oct 12
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READING BREAK – NO LECTURE
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Oct 14
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MONDAY SCHEDULE – NO LECTURE
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Oct 15
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p-values (make-up lecture for Tuesday)
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AAO Unit 25
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016
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A4 due Oct 15
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8
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Oct 19
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Midterm review
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A5 due Oct 18
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Oct 21
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Midterm
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9
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Oct 26
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Power
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017
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006-power
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Regression
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Oct 28
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One sample proportion
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Section 14, Section 15, AAO Unit 21, AAO Unit 28
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019
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007-one-sample-prop
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10
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Nov 02
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One sample rate
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020
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008-one-sample-rate
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A6 due Nov 4
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Nov 04
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Linear regression 1
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AAO Unit 30, AAO Unit 27
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021
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11
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Nov 09
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Linear regression 2
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022
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Nov 11
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Poisson regression 1
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023
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12
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Nov 16
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Poisson regression 2
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Nov 18
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Logistic regression 1
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024
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009-logistic-reg
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A7 due Nov 19
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13
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Nov 23
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Logistic regression 1
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025
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Nov 25
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Logistic regression 2
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14
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Nov 30
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ROC curves
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026
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A8 due Dec 1
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Dec 02
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Final review
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027
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Dec 09
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Final
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Dec 22
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Group project
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Group project due
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