Math 446 Probability and Statistics II _ Lecture Note (Spring 2024)

(This course starts from the chapter 7 of the textbook)

Chapter 7 Sampling Distributions and the Central Limit Theorem

Chapter 8 Estimate

Chapter 9 Properties of Point Estimators and Methods of Estimations

Chapter 10 Hypothesis Testing

Chapter 15 Non Parametric Statistics (Intro)

Chapter 16 Basian Statistics (Intro)

Text Book: Mathematical Statistics with Applications 7th Edition

by Dennis Wackerly (Author), William Mendenhall (Author), Richard L. Scheaffer (Author)

DATA 211 Lecture Notes (Spring 2024)

(Introduction to Probability and Statistics)

Chapter 1 Sampling and Data

Chapter 2 Descriptive Statistics

Chapter 3 Probability Topics

Chapter 4 Discrete Random Variables

Chapter 5 Continuous Random Variables

Chapter 6 Normal Distribution

Chapter 7 Central Limit Theorem

Chapter 8 Confidence Interval

Chapter 9 Hypothesis Testing with One Sample

Chapter 10 Hypothesis Testing with Two Samples

Chapter 11 Chi-Square Distribution

Chapter 12 Linear Regression and Correlation

Chapter 13 F-Distribution and One-Way ANOVA

Math 205 Math Proof and Problem Solving (Spring 2024)

Chapter 1 Logic and Proofs

Chapter 2 Sets and Induction

Chapter 3 Relations and Partitions

Chapter 4 Functions

Chapter 5 Cardinality

Chapter 6 Concepts of Analysis

Text book: A Transition to Advanced Mathematics 8th Edition

by Douglas Smith (Author), Maurice Eggen (Author), Richard St. Andre (Author)