Statistics formulas, Logistic, Formulas – Texas Instruments TI-83 PLUS User Manual

Page 724

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TI-83 Plus

Tables and Reference Information

721

Statistics Formulas

This section contains statistics formulas for the Logistic and SinReg
regressions, ANOVA, 2

.

Samp

Ü

Test, and 2

.

SampTTest.

Logistic

The logistic regression algorithm applies nonlinear recursive least-
squares techniques to optimize the following cost function:

2

1

1

=

+

=

N

i

i

i

bx

y

ae

c

J

which is the sum of the squares of the residual errors,

where:

x

= the independent variable list

y

= the dependent variable list

N

= the dimension of the lists

This technique attempts to estimate the constants

a

,

b

, and

c

recursively

to make

J

as small as possible.

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