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ISDS 2000 Final Exam Shreve
ISDS 2000 Final Exam Shreve
10
Computer Science
Undergraduate 2
12/06/2011

Additional Computer Science Flashcards

 


 

Cards

Term
The variable that is being observed. It is assumed to vary depending on different circumstances.
Definition
Dependent Variable
Term
The variable that is manipulated in order to measure its effects on the dependent variable.
Definition
Independent Variable
Term

ANOVA Assumptions:

The dependent variable is measured from observations _1__ selected from _2__ __3_ populations equal _4__

Definition

1. Randomly

2. Independent

3. Normal

4. Variances

Term

F =  __?__

       ?

Critical F Value is based on level of significance, and degrees of freedom in the chart.

When to Reject (< or >)

Reject if test statistic F __ CV
DO NOT
reject if F __ CV

Definition

F = MSA

      MSW


Reject if F > CV

DO NOT reject if F < CV

Term
___ is used for prediction, where the goal is to develop a statistical model, or equation which relates X to Y. It is the reverse of ANOVA.
Definition
Regression Analysis
Term
In __ Linear Regression, there is only one predictor variable X used to predict Y
Definition
Simple
Term

The Regression Analysis statistical model is made up of at least one numeric _____ (X) (sometimes called predictor), used to predict the numeric values of a _____(Y)

 

Definition

Independent Variable (X)

 

Dependent Variable (Y)

Term
___ ___ is used to establish the strength of the relationship/association between the dependent variable (Y) and the independent variable (X)
Definition
Correlational Analysis
Term
In simple linear regression, understand that a relatively __ r2 and a relatively ___ standard error are desirable in order to have a significant relationship between X and Y.
Definition

Large r2

 

Small Standard Error

Term
___ - a condition that exists when the predictors are highly correlated (NOT GOOD). In this situation the coefficient estimates may change erratically in response to small changes in the model or the data.
Definition
Multicollinearity
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