• No products in the cart.

(

ratings

)

1

students

Created by:

Profile Photo

Last updated:

December 26, 2022

Duration:

Unlimited Duration

FREE

This course includes:

Unlimited Duration

Badge on Completion

Certificate of completion

Unlimited Duration

Description

This course provides a broad treatment of statistics, concentrating on specific statistical techniques used in science and industry.

The course topics include hypothesis testing and estimation. It also includes confidence intervals, chi-square tests, nonparametric statistics, analysis of variance, regression, and correlation.

Course Curriculum

  • Introduction Unlimited
  • Some Probability Distributions Unlimited
  • Method of Moments Unlimited
  • Maximum Likelihood Estimators Unlimited
  • Consistency of MLE Unlimited
  • Rao-Crámer Inequality Unlimited
  • Efficient Estimators Unlimited
  • Gamma Distribution Unlimited
  • Prior and Posterior Distributions Unlimited
  • Bayes Estimators Unlimited
  • Sufficient Statistic Unlimited
  • Jointly Sufficient Statistics Unlimited
  • Minimal Jointly Sufficient Statistics Unlimited
  • Estimates of Parameters of Normal Distribution Unlimited
  • Orthogonal Transformation of Standard Normal Sample Unlimited
  • Fisher and Student Distributions Unlimited
  • Confidence Intervals for Parameters of Normal Distribution Unlimited
  • Testing Hypotheses Unlimited
  • Most Powerful Test for Two Simple Hypotheses Unlimited
  • Randomized Most Powerful Test Unlimited
  • Monotone Likelihood Ratio Unlimited
  • One Sided Hypotheses (cont.) Unlimited
  • Pearson’s Theorem Unlimited
  • Goodness-of-Fit Test Unlimited
  • Goodness-of-Fit Test for Composite Hypotheses Unlimited
  • Test of Independence Unlimited
  • Test of Homogeneity Unlimited
  • Kolmogorov-Smirnov Test Unlimited
  • Simple Linear Regression Unlimited
  • Joint Distribution of the Estimates Unlimited
  • Statistical Inference in Simple Linear Regression Unlimited
  • Classification Problem Unlimited

About the instructor

0

Instructor Rating

0

Reviews

1520

Courses

1809

Students

Profile Photo
Massachusetts Institute of Technology
Copyright © 2022 OpenCoursa, All Rights Reserved