HP 20S and HP 21S: Simple Logistic Regression
For the HP
Prime and TI84 Plus CE versions, please click here: http://edspi31415.blogspot.com/2017/04/hpprimeandti84pluscesimple.html
This program
attempts to fit a simple logistic curve of data (X, Y) to the equation:
y = 1/(A +
B*e^(x))
By the
following transformations:
X’ =
e^(X)
Y’ = 1/Y
And performing
linear regression analysis on X’ and Y’.
Note that the data point which includes Y = 0 is not allowed.
The keystrokes
for the HP 20S and HP 21S are slightly different. Each program will be shown separately.
Input:
Initialize the
data: XEQ A
For each data
point: x, [INPUT], y, XEQ B
Calculate the
parameters: XEQ C. B is shown first, then A.
HP 20S Program: Simple
Logistic Regression
STEP

CODE

KEY

01

61, 41, A

LBL A

02

61, 75

CLRΣ

03

61, 26

RTN

04

61, 41, B

LBL B

05

15

1/X

06

51, 31

SWAP

07

32

+/

08

12

e^x

09

51, 31

SWAP

10

16

Σ+

11

61, 26

RTN

12

61, 41, C

LBL C

13

61,
16

m,
b

14

26

R/S

15

51, 31

SWAP

16

61, 26

RTN

HP 21S Program: Simple
Logistic Regression
STEP

CODE

KEY

01

61, 41, A

LBL A

02

61, 75

CLRΣ

03

61, 26

RTN

04

61, 41, B

LBL B

05

15

1/X

06

51, 31

SWAP

07

32

+/

08

12

e^x

09

51, 31

SWAP

10

16

Σ+

11

61, 26

RTN

12

61, 41, C

LBL C

13

51,
14

m,
b

14

26

R/S

15

51, 31

SWAP

16

61, 26

RTN

Like the last
post (minimum and maximum), this is one of my favorite programs I have done
this year. I think the Wheatstone
circuit would also make the list.
Eddie
This blog is
property of Edward Shore, 2017
ReplyDeleteThankyou for wonderful article. It has more Information in Your Website
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