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Statistics-MU
Chapter 3
18
Mathematics
Undergraduate 2
09/19/2012

Additional Mathematics Flashcards

 


 

Cards

Term
Bivariate Data
Definition
values of two different variables that are obtained from the same population element.
Term
BIVARIATE--2 qualitative variables
Definition
cross-tabulation table
Term
BIVARIATE-- 1 Qualitative, 1 Quantitative
Definition
displayed side-by-side as separate samples to compare
Term
BIVARIATE-- 2 Quanitative
Definition
displayed as ordered pairs(x,y) x=input (independent); y=output (dependent)
Term
Scatter Diagram
Definition
plot of all ordered pairs of bivariate data on coordinate axis (x=horizontal, y=vertical)
Term
linear correlation
Definition
measures strength of linear relationship between two variables.
Term
No correlation
Definition
as x increases, there is no shift in y values
Term
positive correlation
Definition
y increases as x increases
Term
Negative Correlation
Definition
y decreases as x increases
Term
coefficient of linear correlation
Definition
numerical measure of strength of the linear relationship between two variables. (reflects consistency of the effect that a change has on the other)
Term
Coefficient of Linear Correlation (Standards)
Definition
---r, between -1 (negative correlation) and +1 (positive correlation).
---closer r is to 0, less correlated
Term
Pearson's Product Moment Definition Formula
Definition

Definition: R=[Σ(x-xbar)(y-ybar)]/[(n-1)sxsy]

 

 

Term
Pearson's Product Moment Computational Formula
Definition

Sum of Squares for xy divided by the squae root of the sum of squares for x multiplied by the sum of squares for y

R = SS(xy)/√SS(x)SS(y)

  • SS(x)= Σx^2-((Σx)^2/n)
  • SS(y)= Σy^2-((Σy)^2/n)
  • SS(xy)= Σxy-((ΣxΣy)/n)
 
Term

Lurking Variable

Definition

variable that is not included in a study but has an effect on the variables of the study and makes it appear that those variables are related.

 

ex) relationship shown between the amount of damage caused by a fire and the number of firefighters who work. Size of fire = lurking variable (effects both)

 

 

Term
strong linear correlation
Definition

one of the following may be true:

  • direct cause and effect relationship between the two variables
  • reverse cause and effect relationship between the two
  • relationship may be caused by a third variable 
  • may be caused by the interactions of several other variables
  • the apparent relationship may be strictly coincidence
Term

Models

Definition

relationship between two variables as an algebraic expression describing the mathematical relationship between x and y

  • linear: y=b0 + b1x
  • quadratic: y=a + bx+cx2
  • exponential: y = a(bx)
  • logarithmic: y=alogbx

 

Term

Slope

Definition

slope = B1

B1=(Σ(x-xbar)(y-ybar))/Σ(x-xbar)2

B1= SS(xy)/SS(x)

Term
y-intercept
Definition

y-intercept = B0

B0=(Σy-(b1*Σx))/n

B0=ybar-(B1*xbar)

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