Statistical Inference/Probability Theory: Difference between revisions

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== Definition 1.1.1 - Sample Space ==
== Set Theory ==
 
=== Definition 1.1.1 - Sample Space ===


The set, ''S'', of all possible outcomes of a particular experiment is called the ''sample space'' for the experiment.
The set, ''S'', of all possible outcomes of a particular experiment is called the ''sample space'' for the experiment.


== Definition 1.1.2 - Event ==
=== Definition 1.1.2 - Event ===


An ''event'' is any collection of possible outcomes of an experiment, that is, any subset of ''S'' (including ''S'' itself).
An ''event'' is any collection of possible outcomes of an experiment, that is, any subset of ''S'' (including ''S'' itself).


=== Union ===
==== Union ====


=== Intersection ===
==== Intersection ====


=== Complementation ===
==== Complementation ====


== Theorem 1.1.4 - Event Operations ==
=== Theorem 1.1.4 - Event Operations ===





Revision as of 13:37, 25 July 2018

Statistical Inference
Probability Theory
Transformations and Expectations
Common Families of Distributions
Multiple Random Variables
Properties of a Random Sample
Principles of Data Reductions
Point Estimation
Hypothesis Testing
Interval Estimation
Asymptotic Evaluations
Analysis of Variance and Regression
Regression Models

Set Theory

Definition 1.1.1 - Sample Space

The set, S, of all possible outcomes of a particular experiment is called the sample space for the experiment.

Definition 1.1.2 - Event

An event is any collection of possible outcomes of an experiment, that is, any subset of S (including S itself).

Union

Intersection

Complementation

Theorem 1.1.4 - Event Operations