Free Online Course Title: Statistical Inference
Free Online Course Offered by: John Hopkins University
Approximate Time To Complete Course: 54 hours
Course Level: Intermediate
Student Outcome After Completing Course: 43% started a new career
Student Outcome After Completing Course: 40% received a tangible career benefit
Student Outcome After Completing Course: 14% received a pay raise or promotion
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.