Mathematical (Actuarial) Statistics_(Exam P-CT3-CS1)

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Mathematical (Actuarial) Statistics:(Exam P/CT3/CS1)
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: aac, 44100 Hz
Language: English | SRT | Size: 12.4 GB | Duration: 13h 45m



What you'll learn
A solid understanding of statistics and a good foundation of models, correlation and hypothesis testing.
Requirements
Must be comfortable with Maths and patient as these concepts can be tricky.

Description
Statistics is all about processing data and extracting information. The information we seek is the parameters and distribution of the random variable that generated the data. Armed with this information we can answer questions about reality and optimize industrial processes. Statistics thus forms the backbone of science and business and this course is designed to help you understand the components of this fundamental subject and how they all fit together. Designed for Actuaries, but applicable for everyone. This course contains the new sections for the CS1 exam.

Sections:

Exploratory Data Analysis

General Probability Theory

Random Variables

Probability Distributions

Generating Functions

Joint Distributions (Covariance)

Conditional Expectations

Central Limit Theorem

Sampling and Statistical Inference

Point Estimation

Confidence Intervals

Hypothesis Testing

Linear Regression and Correlation

Analysis of Variance

Bayesian Statistics and Credibility Theory

Student Questions

Introduction to R Programming


Who this course is for:
University students and people trying to get into the Actuarial Profession.


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Edited February 19, 2021 by Bad Karma
Dead links removed