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)