你将学到什么
Probability
The Binomial Formula
The Law of Averages
The Expected Value and Standard Error
The Normal Approximation for Probability Histograms
课程概况
Statistical Inference is the process by which data is used to draw a conclusionoruncover ascientific truthabout a population from asample. This course aims to familiarize the student with several ideas and instruments for statistical inference. It covers fundamental concepts and properties of probability.
Specifically, youwill learn to work with sequences of successes and failures using the binomial formula. You will also learn how the law of averages can be used, as well as how to understand stochastic processes by applying box models. The normal approximation for probability histogram, which is an essential idea for statistical inference, will be discussed in depth in this course.
课程大纲
[Week 1]
Probability
Examples of Probability Calculation
[Week 2]
The Binomial Formula
The Law of Averages
The Expected Value and Standard Error
[Week 3]
The Normal Approximation for Probability Histograms
