Statistics and Data Analysis

Final Exam

Monday, December 18
9:00AM–11:00AM

Course Staff

Instructor

Prof. Perry (pperry@stern.nyu.edu)

Office Hours: Wednesday 4:30PM–6:00PM, KMC 8-63

Teaching Fellow

Marc Fanning (mf3520@stern.nyu.edu)

Office Hours: Tuesday, 12:00PM–1:00PM, KMC 8-174

Office Hours: Wednesday, 12:00PM–1:00PM, KMC 2-80

Lecture Notes

• Sep 5 - Populations and Samples (Solutions)
• Sep 7 - Descriptive Statistics (Solutions)
• Sep 12 - Probability (Solutions)
• Sep 14 - Conditional Probability 1 (Solutions)
• Sep 19 - Conditional Probability 2 (Solutions)
• Sep 26 - Random Variables (Solutions)
• Sep 28 - Models for Counts 1 (Solutions)
• Oct 3 - Counting (Solutions)
• Oct 5 - The Normal Model (Solutions)
• Oct 10 - The Normal Model 2 (Solutions)
  • CEOPAY.CSV
  • Central Limit Theorem Demo
• Oct 12 - The Central Limit Theorem (Solutions)
• Oct 17 - Confidence Interval for Population Mean (Solutions)
• Oct 19 - Confidence Interval for Population Proportion (Solutions)
• Oct 31 - Hypothesis Tests (Solutions)
• Nov 2 - Hypothesis Tests 2 (Solutions)
  • cowguess.csv
  • How Much Does This Cow Weigh?
  • Planet Money Episode 644
• Nov 7 - Comparison (Solutions)
  • Ian Walker's Bike Helmet Study
• Nov 9 - Comparison 2 (Solutions)
• Nov 14 - Introduction to Linear Regression (Solutions)
  • mealsData.csv
• Nov 16 - Regression Inference and Forecasting (Solutions)
  • Village.CSV
  • studyhrs-salary.csv
  • mealsData.csv
• Nov 21 - Regression Diagnostics (Solutions)
• Nov 28 - Multiple Regression, F Tests (Solutions)
  • mealsData.csv
  • EASTON.CSV
• Nov 30 - Multiple Regression 2 (Solutions)
  • movies2013.csv
• Dec 5 - Association and Causation (Solutions)
  • Correlation vs. Causation
  • Spurious Correlations

Lecture Videos

• Sep 5
• Sep 7
• Sep 12
• Sep 14
• Sep 19
• Sep 26
• Sep 28
• Oct 3
• Oct 5
• Oct 10
• Oct 12
• Oct 17
• Oct 19
• Oct 24
• Oct 31
• Nov 2
• Nov 7
• Nov 9
• Nov 14
• Nov 16
• Nov 21
• Nov 28
• Nov 30
• Dec 5
• Dec 7

Handouts and Assignments

• Syllabus
• Class Survey
• Minitab Tips
• Homework 1 (Due Sep 14)
  • CelebrityEarnings.CSV
  • MARKET.CSV
  • NormTemp.CSV
  • USDomesticBeer.CSV
• Homework 2 (Due Sep 28)
• Homework 3 (Due Oct 5)
• Homework 4 (Due Oct 12)
• Normal CDF Table
• Normal Inverse CDF Table
• Homework 5 (Due Oct 19)
• Sample Midterm (Solutions)
• T-Table: Percentiles of Student's t distribution
• Homework 6 (Due Nov 2)
  • MARKET.CSV
  • NormTemp.CSV
• Homework 7 (Due Nov 9)
  • MARKET.CSV
  • NormTemp.CSV
• Homework 8 (Due Nov 16)
  • NormTemp.CSV
  • retail_sales.csv
• Homework 9 (Due Nov 30)
  • DiamondPrices.CSV
  • MARKET.CSV
  • PriceToEarnings.CSV
• F-Table: Percentiles of F distribution
• Homework 10 (Due Dec 7)
  • MAGAZINE.CSV
• Sample Final (Solutions)