# Statistics and Data Analysis

## Course Staff

- Instructor
- Prof. Perry (pperry@stern.nyu.edu)
- Office Hours: Wednesday 4:30PM–6:00PM, KMC 8-63
- Teaching Fellow
- Gennady Zilberman (gz260@stern.nyu.edu)
- Office Hours: Thursday 6:00PM–8:00PM, KMC 5-80

## Lecture Notes

- Sep 25 (1) - Sampling / Descriptive Statistics 1 (Solutions)
- Sep 25 (2) - Descriptive Statistics 2 (Solutions)
- Oct 2 (1) - Probability (Solutions)
- Oct 2 (2) - Conditional Probability (Solutions)
- Oct 16 (1) - Random Variables (Solutions)
- Oct 16 (2) - Models for Counts (Solutions)
- Oct 23 (1) - The Normal Model (Solutions)
- Oct 23 (2) - The Central Limit Theorem (Solutions)
- Oct 30 (1) - Sampling Distributions (Solutions)
- Oct 30 (2) - Confidence Interval for Population Mean (Solutions)
- Nov 13 (1) - Hypothesis Tests (Solutions)
- Nov 13 (2) - Hypothesis Tests 2 (Solutions)
- Nov 20 (1) - Comparison (Solutions)
- Nov 20 (2) - Comparison 2 (Solutions)
- Nov 27 (1) - Introduction to Linear Regression (Solutions)
- Nov 27 (2) - Regression Inference and Forecasting (Solutions)
- Dec 4 (1) - Regression Diagnostics (Solutions)
- Dec 4 (2) - Multiple Regression, F Tests (Solutions)
- Dec 11 (1) - Multiple Regression 2 (Solutions)

## Lecture Videos

## Handouts and Assignments

- Syllabus
- Class Survey
- Minitab Tips
- Homework 1 (Due Oct. 2)
- Homework 2 (Due Oct. 16)
- Homework 3 (Due Oct. 23)
- Homework 4 (Due Oct. 30)
- Normal CDF Table
- Normal Inverse CDF Table
- Sample Midterm (Solutions)
- T-Table: Percentiles of Student's t distribution
- Homework 5 (Due Nov. 13)
- Homework 6 (Due Nov. 20)
- Homework 7 (Due Nov. 27)
- Homework 8 (Due Dec. 4)
- F-Table: Percentiles of F distribution
- Homework 9 (Due Dec. 11)
- Sample Final (Solutions)