Statistical Inference · Statistics
the theoretical justifications for hypothesis testing. This class had lots of theory involved and, while it covers lots of basic topics, it presents them in a very formal manner and delves deeper then normal intro classes.
math statistic, more related the fundamental of statistic theorem
这门课还是很硬核的，基本将inference的内容涵盖了，这对于一个statistician而言是很重要的一门课
Statistical Inference - estimators, hypothesis testing, confidence intervals, categorical data analysis, Bayesian inference, linear regression
Learned the bases of inference, and topics such as estimation, testing, and general statistical dexterity. The entire course is founded in calculus and probability, so it gives you a strong background for taking future courses in statistics or machine learning, which I enjoyed!
statistical models, MLE, confidence interval, hypothesis test.
Application and theoritical topics in inference such as setting up a test, calculating various test statistics and how to use them in regression.
MLE, Confidence Intervals, Mainly proofs of different distribution, Linear Regression introduction
Estimation, hypothesis testing, some statistical inference
How to construct statistical models and find estimators using the data.