# AP Statistics Lessons with Mr. Tarrou

### Course Description

In this series, the very helpful and fun math teacher Mr. Rob Tarrou teaches students everything they need to know to get a 5/5 on their AP Statistics exam by the College Board. His videos are friendly, easy to understand, entertaining, and very well organized, all thanks to Mr. Tarrou great dedication to teaching and enthusiasm for mathematics

A graphing calculation will be helpful in understanding some of the concepts in this course. This still is from lecture 18, where Mr. Tarrou teaches how to plot regression lines, residual plots, and correlations with a Texas InstrumentsÂ graphing calculator.
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### Video Lectures & Study Materials

Visit the official course website for more study materials: http://www.profrobbob.com/ap-statistics

# Lecture Play Lecture
I. Introduction; Displaying Data
1 Stem Plots in Statistics (13:36) Play Video
2 Histograms in Statistics (9:12) Play Video
3 Making histograms, boxplots,and timeplots with a graphing calculator (15:01) Play Video
4 Catagorical Graphs in Statistics (14:35) Play Video
II. Describing Distributions
5 Describing Distributions in Statistics (13:01) Play Video
6 Determining Skewness In Ogive Graphs (9:56) Play Video
7 Resistance, Mean, Median, 5 Number Summary and BoxPlots (13:18) Play Video
III. Density Curves & Normal Distributions
8 Standard Deviation Preview and IQR Test (13:16) Play Video
9 Distribution Shapes, Ogive Graphs, and Time Plots (14:58) Play Video
10 Standard Deviation and Linear Transformations (14:57) Play Video
11 Density Curves, Empirical Rule & Normality, Z-score Intro (14:26) Play Video
12 Normal Probability Plots & the TI-84 (8:28) Play Video
13 z-score Calculations & Percentiles in a Normal Distribution (13:40) Play Video
14 TI-NSPIRE Z score to Pval & Pval to Zscore NormCDF invNorm (5:49) Play Video
IV. Scatter Plots & Linear Regression Model
15 Scatter Plot Intro and Lurking Variables defined (14:25) Play Video
16 Intro of Corellation "r" to measure linear strength (13:41) Play Video
17 Outlier vs Influential Point (3:21) Play Video
18 Regression lines, Residual plots, and Correlation with TI-NSpire (11:13) Play Video
19 Least Squares Regression Line Notes (14:59) Play Video
20 Regression Lines and Correlation with TI-84 (11:16) Play Video
21 Log Transformation Part 1 (13:10) Play Video
22 Log Transformations Part 2 (11:34) Play Video
23 Log Transformations with a TI-NSPIRE (14:58) Play Video
V. Using of Graphing Calculator
24 Histogram, Boxplot, Dot Plot, & Normal Prob Plot on TI-NSPIRE (10:25) Play Video
25 Scatter Plot, Linear Reg, Correlation & Residuals with TI-NSPIRE (8:48) Play Video
26 Log Transformations with TI-84 (11:57) Play Video
VI. Introduction to Categorical Variables
27 Simpson's Paradox (5:27) Play Video
28 Relationship between catagorical variables in a 2 way table (12:41) Play Video
29 Log Tranformation with TI-NSPIRE (13:46) Play Video
VII. Evidence of Causation
30 Causation Defined & 5 Key Checks for Signs of Causattion (10:16) Play Video
VIII. Sampling Techniques and Experimental Design
31 Sampling Techniques Part 1 (12:36) Play Video
32 Sampling Techniques Part 2 (14:51) Play Video
33 Cautions about Sample Surveys, Causes of Bias, and Inference defined (14:58) Play Video
34 Sampling Techniques & Cautions (Full Length) (41:42) Play Video
35 Experimental Design Part 1 (14:02) Play Video
36 Experimental Design Part 2 (13:55) Play Video
37 Simulation Notes for Statistics (14:46) Play Video
IX. Introduction to Probabilities
38 Intro to Probabilities in Statistics (Full Length) (38:40) Play Video
39 Intro to Probabilities Part 1 (14:54) Play Video
40 Intro to Probabilities Part 2 (13:28) Play Video
41 Intro to Probabilities Part 3 (13:13) Play Video
42 General Probability Rules (Full Length) (22:26) Play Video
43 General Probability Rules Part 2 (8:20) Play Video
44 General Probability Rules Part 1 (14:21) Play Video
X. Discrete & Continuous Variables
45 Discrete & Continuous Random Variables (Full Length) (25:38) Play Video
46 Discrete & Continuous Variables Part 1 (13:50) Play Video
47 Discrete & Continuous Variables Part 2 (12:16) Play Video
48 TI-NSPIRE Discrete Random Variable Mean & Standard Deviation (6:10) Play Video
XI. Combining Means and Variances
49 Combining Means and Variance in Statistics (14:59) Play Video
50 Combining Means and Variance Examples (14:35) Play Video
XII. Binomial and Geometric Setting
51 Binomial Setting & Binomial Distribution in Statistics Pt 1 (14:26) Play Video
52 Binomial Setting & Binomial Distribution in Statistics Pt 2 (12:15) Play Video
53 Geometric Setting & Distribution in Statistics (11:44) Play Video
XIII. One Sample Mean & Central Limit Theorem One Sample Proportions
54 Calculating 1-Var Statistics with a TI-NSPIRE (7:23) Play Video
55 Intro to Sample Mean Distribution and Central Limit Theorem (16:17) Play Video
56 1 Sample Mean Z-Test Example (13:24) Play Video
57 Introduction of Sample Proportions (10:50) Play Video
58 Example of 1 Sample Proportion Z-test (16:36) Play Video
59 N-SPIRE 1 Proportion Z-Test Example (14:08) Play Video
XIV. Understanding One Sample Confidence Intervals
60 Intro to Confidence Intervals & 1 Sample Mean z Interval (27:25) Play Video
61 1 Sample Mean t-Confidence Interval (18:26) Play Video
62 Matched Pairs t Confidence Interval (12:19) Play Video
63 1 Sample Proportion z Confidence Interval (11:26) Play Video
XV. One Sample Significance Tests & Power
64 Significance Hypothesis Test Intro & Matched Pairs t-Test (27:46) Play Video
65 2 Sided Hypothesis Tests & Confidence Intervals (14:55) Play Video
66 Type 1 Error Type 2 Error Power 1 Sample Mean Hypothesis z-Test (26:35) Play Video
67 Power of a T Test 1 Sample Mean (12:34) Play Video
68 Power 1 Sample Proportion z-Test (2 Sided) (13:34) Play Video
XVI. Two Sample Significance Tests & Confidence Intervals
69 2 Sample Mean t-test & Confidence Interval (34:45) Play Video
70 2 Sample Mean Hypothesis t Test & Confidence Interval Example w/ TI-NSPIRE (16:06) Play Video
71 2 Proportions Pooled Hypothesis z-test & Confidence Intervals (31:21) Play Video
XVII. Chi-Square Test
72 Chi Square Goodness of Fit Test (20:34) Play Video
73 TI-NSPIRE Chi Square Goodness of Fit Test (12:23) Play Video
74 Chi Square Test for Independence & Homogeneity (18:39) Play Video
75 TI-NSPIRE Chi Square Test on 2 Way Tables (10:37) Play Video
76 Chi Square Calculation by Hand (11:39) Play Video
XVIII. Linear Regression t-Test and Confidence
77 Linear Regression t test and Confidence Interval Corrected (21:35) Play Video
78 Linear Regression t test and Confidence Interval (21:35) Play Video
79 TI-NSPIRE Linear Regression t-test & Confidence Interval of slope (9:40) Play Video