Statistical inference is the process of drawing conclusions about populations or scientific truths from data. There are many modes of performing inference including statistical modeling, data oriented strategies and explicit use of designs and randomization in analyses. Furthermore, there are broad theories (frequentists, Bayesian, likelihood, design based, …) and numerous complexities (missing data, observed and unobserved confounding, biases) for performing inference. A practitioner can often be left in a debilitating maze of techniques, philosophies and nuance. This course presents the fundamentals of inference in a practical approach for getting things done. After taking this course, students will understand the broad directions of statistical inference and use this information for making informed choices in analyzing data....

Oct 26, 2018

Course is compressed with lots of statistical concepts. Which is very good as most must know concepts are imparted. Lots of extra reading is required to gain all insights. Very good motivating start .

Mar 22, 2017

The strategy for model selection in multivariate environment should have been explained with an example. This will make the model selection process, interaction and its interpretation more clear.

필터링 기준:

교육 기관: Norman B

•Feb 07, 2016

In debth enough to go through concepts slowly, but high level enough to keep them applicable to different problem settings

교육 기관: Shruthi N A

•Nov 13, 2017

Explained in good detail, I have already studied these concepts under my coursework and hence was very easy to complete.

교육 기관: Tim R

•Jun 25, 2017

Very nice course. Fellows without college probabilites and calculus might find this course very difficult to understand.

교육 기관: Vadim K

•Jun 13, 2016

Very useful course with lots of applied knowledge. One gets to learn how to use R to perform the hypothesis testing.

교육 기관: vikash k

•Apr 01, 2020

The course teaches great concepts. I'll strongly recommend accompanying this course with the little inference book.

교육 기관: Bolaji O

•Oct 22, 2019

Statistical Inference into granule! Every time spent learning this course is worthwhile. Instructor, AWESOME!!!

교육 기관: Raju G

•Oct 10, 2017

Interesting but very tough. This course require statistical skills and I found it hard to understand in one go.

교육 기관: Daniela E S M

•Nov 09, 2016

I love the exercises in R. The class is really good and very interactive, you cannot get bored in any moment.

교육 기관: Aaditya A

•May 15, 2017

It's a bit tough course. One will need to work enough apart from the course video to get the concepts right!

교육 기관: Kripa G

•Sep 11, 2019

Finding time to sit and do the assignments and peer review was a challenging this..but still I got through!

교육 기관: Yasel G S

•Aug 04, 2016

This course was very important for my work. I learned so much and I want to say thanks to the professors.

교육 기관: Ajendra S

•Aug 29, 2018

It was a good course to go through. I have learned concepts of random variables and hypothesis testing.

교육 기관: Twesigomwe D

•Mar 24, 2020

Really good introduction to Statistical Inference and R programming. A bit intense but really worth it!

교육 기관: Felipe L

•Jan 16, 2016

Very effective review! but quizzes were not challenging enough to test the concepts taught in the class

교육 기관: Kristin A

•Nov 27, 2017

Excellent coverage of a broad range of mathematical material that is necessary for doing data science.

교육 기관: Faizan U F K

•Jan 30, 2017

A great course with great collection of tests and assignments. Great contribution by the teachers too!

교육 기관: Steffen R

•Nov 21, 2016

Great course to learn about statistical inference, traditionally a tricky subject to teach. Well done!

교육 기관: Marco B

•Dec 05, 2017

nice course.

it provides a formal explanation of statistical inference and its practical application.

교육 기관: Md F A

•Oct 09, 2017

Perhaps the best course and I learned most in volume about statistics from one single course. Great.

교육 기관: Angus M

•Jan 03, 2020

An excellent course that teaches the important theoretical abilities and limitations of statistics.

교육 기관: Jose-Arturo M

•Jan 25, 2017

This course is clear and well structured, it is great that the author has created a companion book.

교육 기관: Venkatesh

•Jul 07, 2017

This course is for beginners for statistical inference using R. Very well presented.

Thank you guys

교육 기관: 20e

•May 07, 2018

The course is interesting and well-organized. I like it and hope to further my study on coursera.

교육 기관: SAMA V N N

•Oct 15, 2018

it is very helpful for me to solve the statistical problems by applications

Thank you COURSERA

교육 기관: Louise F

•Mar 19, 2020

The content was very well structured and the learning will suit all (lecture and practicals)