Week  Topic  Reading  Homework and Exam  Handouts 

Week 1 01/13, 01/15, 1/17 
Introduction to Statistics and Statistical Software  Chapter 1.11.4 Introduction to R, RStudio, RMarkdown 
First Survey Installation and Practice of R 
Olympic records Music and Memory Short Introduction to R Introduction to R (Sample codes: P8284) 
Week 2 01/22, 01/24 
Data Exploring and Descriptive Statistics  Chapter 1.51.10  Exam Data Labor Data HW1 Solution to HW1 
Data Exploring Example in R Frequency Table Example in R FatherSon Data for Regression 
Week 3 01/27, 01/29, 01/31 
Probability Concepts: Random Variables, CDF/PDF, Mean, Variance, 
Chapter 2 
HW2 Solution to HW2 
Introduction to Probability Conditional Probability 
Week 4 02/03, 02/05, 02/07 
Special distributions: Bernoulli, Binomial, Normal More special distributions: log Normal, Uniform, Exponential Negative Binomial,Hypergeometric, Poission 
Chapter 3  Midterm I Solution HW3 Solution to HW3 Solution to HW3 Part 2 Solution to HW3 Part 2 R code 
Example Midterm I Solution Binomial & Normal in R 
Week 5 02/10, 02/12, 02/14 
Joint Distribution Conditional distribution 
Chapter 4 
HW4
Solution to HW4 
Normal Distributions and QQ Plots Demo of Binormal Distribution 3D histogram 
Week 6 02/17, 02/19, 02/21 
Sampling Distributions, LLN, CLT 
Chapter 5 
HW5
Solution to HW5 part 1 part 2 

Week 7 02/24, 02/26, 02/28 
Chisquare distribution, Student'sT distribution, F distirubiton Statistical Models for Data 
Chapter 67 
HW6
Solution to HW6 part 1 part 2 

Week 8 03/02, 03/04 , 03/06 
Concepts of Inference: Point Estimation, Confidence Interval Hypothesis Test 
Notes P187220
Chapter 6 (6.3.3 was mentioned in week 2 and will be revisited in the regression part) Chapter 7.17.2 Chapter 8.18.2 
Midterm II Solution  Example Midterm II Solution Derivation of Confidence Interval of Mean One sample ztest and ttest and confidence intervals 
Week 9, Week 10 
Spring Break  
Week 11 03/23, 03/25 , 03/27 
Inference on Mean via CLT, Inference on Variance  Notes P221 240 Chapter 7.3.1, 7.3.2, 7.3.5,7.4 Chapter 8.3.1, 8.3.2, 8.4 
HW7
Solution to HW7 
Inference for One Sample 
Week 12 03/30, 04/01 , 04/03 
Inferences for two samples: mean, variance, proportion 
Notes P242264 Chapter 9.1, 9.2, 9.4, 9.5.1, 9.5.2 
HW8
Solution to HW8 Part2 
Two Sample Inferences 
Week 13 04/06, 04/08 , 04/10 
Nonparametric Tests * Inferences for Proportions and Counts 
Notes P265270 Notes P270281 Chapter 10.2.3 (OneWay Table) Chapter 9.5.3 (TwoWay Table Matched Pairs) 
HW9 Solution to HW9 Part2 
Pearson Chisquare Tests 
Week 14 04/13, 04/15 , 04/17, 
Simple Linear Regression, Correlation 
Notes P282  327 Chapter 4.6.2, 6.3.3, 7.3.3, 7.5, 8.3.3 8.3.4 
Midterm III Solution 
Simple Linear Regression Example Model Diagnosis in Regression Outlier Data Hospital Infection Data 
Week 15 04/20, 04/22 , 04/24 
Multiple Linear Regression  Notes P328  343 Chapter 12 
HW10 Solution Part I II HW11 Solution Part I II Take Home R Project PIQ data 
Blood Pressure Data Multiple Linear Regression Example Multiple Linear Regression with Categorical Variables 
Final Week 05/01 10:30 am. 12:30 pm.  Final Exam 
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