Week  Topic  Reading  Homework and Exam  Handouts 

Week 1 01/18, 01/20 
Introduction to Statistics and Statistical Software  Chapter 3  Olympic records Music and Memory Short Introduction to R Introduction to R (Sample codes: P8284) 

Week 2 01/23, 01/25, 01/27 
Data Exploring and Descriptive Statistics  Chapter 4  Labor Data HW1 Solution to HW1 
Data Exploring Example in R Frequency Table Example in R 
Week 3 01/30, 02/01, 02/03 
Probability Concepts: Random Variables, CDF/PDF, Mean, Variance, 
Chapter 2.12.4 
HW2 Solution to HW2 
Introduction to Probability Conditional Probability 
Week 4 02/06, 02/08, 02/10 
Special distributions: Bernoulli, Binomial, Normal 
Chapter 2  Midterm I Solution > Solution to HW3 Solution to HW3 
Binomial & Normal in R 
Week 5 02/13, 02/15, 02/17 
More special distributions: log Normal, Uniform, Exponential Negative Binomial,Hypergeometric, Poission Joint Distribution 
Chapter 2 
HW4
Solution to HW4 
Special Continous Distributions Demo of Binormal Distribution 3D histogram 
Week 6 02/20, 02/22, 02/24 
Conditional distribution Sampling Distributions, LLN, CLT 
Chapter 5 
HW5
Solution to HW5 
Introduction to SAS by Tamburro Introduction to SAS by MacConnell SAS Demo by Habek Overview of Sampling Distribution 
Week 7 02/27, 03/01, 03/03 
Chisquare distribution, Student'sT distribution, F distirubiton Concepts of Inference: Point Estimation, Confidence Interval 
Chapter 5 
HW6
Solution to HW6 
Sampling Distribution for Mean Sampling Distribution for Var Derivation of Confidence Interval of Mean 
Week 8 03/06, 03/08 , 03/10 
Hypothesis Test  Chapter 6~7  Midterm II Solution  Source file PowerDemo.R Power Demo 
Week 9 
Spring Break  
Week 10 03/20, 03/22 , 03/24 
Inference on Mean via CLT, Inference on Variance  Chapter 6~7 
HW7
Solution to HW7 
Inference for One Sample 
Week 11 03/27, 03/29 , 03/31 
Inferences for two samples: mean, variance, proportion 
Chapter 8 
HW8
Solution to HW8 
Two Sample Inferences 
Week 12 04/03, 04/05 , 04/07 
Inferences for Proportions and Counts  Chapter 8 ~9  Midterm III Solution Solution to Suggested Questions from Chap 8 
Pearson Chisquare Tests 
Week 13 04/10, 04/12 , 04/14 
Simple Linear Regression, Correlation 
Chapter 10 
HW9
Solution to HW9 

Week 14 04/17, 04/19 , 04/21 
Simple and Multiple Linear Regression  Chapter 11  HW10 Solution to HW10 Bonus Questions Solution to Q1, Q2, Q3 
Simple Linear Regression Example Model Diagnosis in Regression Outlier Data Hospital Infection Data 
Week 15 04/24, 04/26 , 04/28 
Multiple Linear Regression  Chapter 11 
HW11 Solution Q1Q5 
Blood Pressure Data Multiple Linear Regression Example Multiple Linear Regression with Categorical Variables 
Final Week 05/04  Final Exam with Solution 
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