Linear regression analysis program for DM41(L)
Re: Linear regression analysis program for DM41(L)
For comparison, the following equations apply:
HTHDM42 SN: 00041  Follower of Platon.
HP35, HP45, ..., HP50, WP 34S, WP 31S, DM16L
HP35, HP45, ..., HP50, WP 34S, WP 31S, DM16L

 Posts: 528
 Joined: Mon Apr 24, 2017 6:38 pm
Re: Linear regression analysis program for DM41(L)
I recall we've been here before with the DM42 code I was working on. I think last time we'd concluded that the shorter equation was the same as the mess I've scribbled on the whiteboard, but it was so long ago, my memory is failing me. Thank you for resharing though.
My intention is to write these statistics programs for the DM41 so that I don't have to dig into statistics ever again. It's a nuisance to have to look up if Sx means standard error in x or standard deviation of x or some other exotic statistical quantity of x each time I want to analyse data. I'm not a clever man, so exerting my brain once to get something that works is enough for me. I've no ambitions to master statistics. Or algebra. Or mathematics in general. I'm just not clever enough.
I've solved the stack overflow problem, by the way. Pretty easy to fix. Need to find time to key it into the encoder on the website so I can flash it to the DM41 and see if it works.

 Posts: 528
 Joined: Mon Apr 24, 2017 6:38 pm
Re: Linear regression analysis program for DM41(L)
It's all in here, typed by not tested:
Encoded version to flash:
I will never understand how so many lines of code can be compressed to so little memory. I'll test this tonight when I get home. Presented here untested. Operates very similarly to how the previously posted code does, with obvious changes in the STATS program and the guff that is the "STERROR" program has been removed.
Labels are as follows:
BEEPER plays a tone every X seconds.
OSCILLS starts a timer, then counts how many times R/S is pressed up to the predefined limit. Returns the time taken for all iterations and the time period of each iteration.
GRD returns the gradient of the linear regression data from the statistical registers.
INTRCPT returns the intercept of the linear regression data from the statistical registers.
PMCC returns the PMCC of the linear regression data in the statistical registers.
STDEV returns the standard deviation of X and Y on the stack levels X and Y respectively, using the data in the statistical registers.
STDVGRD returns the standard deviation of the gradient of the linear regression data in the statistical registers (I hope).
STDVITR returns the standard deviation of the intercept of the linear regression data in the statistical registers (I hope).
STATS gives the gradient, the standard error in the gradient, the intercept and the standard error of the intercept sequentially with R/S presses (I hope).
Code: Select all
LBL "BEEPER"
"INTERVAL?="
PROMPT
STO 01
TIME ;XROM 26,28
HR
3600
*
STO 02
0
STO 03
LBL 01
RCL 01
RCL 03
*
RCL 02
+
TIME ;XROM 26,28
HR
3600
*
X<=Y?
GTO 01
TONE 06
"N="
ARCL 03
AVIEW
1
ST+ 03
GTO 01
END
LBL "OSCILLS"
"OSCILLATIONS?="
PROMPT
STO 01
0
STO 02
TIME ;XROM 26,28
HR
3600
*
STO 03
LBL 01
"N="
RCL 02
ARCL 02
AVIEW
STOP
1
ST+ 02
RCL 02
RCL 01
X>Y?
GTO 01
TIME ;XROM 26,28
HR
3600
*
RCL 03

STO 04
TONE 05
"TOTAL TIME="
ARCL 04
AVIEW
STOP
"PERIOD="
AVIEW
RCL 04
RCL 01
/
ARCL X
AVIEW
STOP
RCL 04
RCL 04
RCL 01
/
END
LBL "GRD"
RCL 16
RCL 15
*
RCL 11
RCL 13
*

RCL 16
RCL 12
*
RCL 11
X^2

/
RTN
LBL "INTRCPT"
RCL 13
RCL 12
*
RCL 11
RCL 15
*

RCL 16
RCL 12
*
RCL 11
X^2

/
RTN
LBL "PMCC"
RCL 16
RCL 15
*
RCL 11
RCL 13
*

RCL 16
RCL 12
*
RCL 11
X^2

RCL 16
RCL 14
*
RCL 13
X^2

*
SQRT
/
RTN
LBL "STDEV"
RCL 12
RCL 16
1

/
SQRT
STO 01
RCL 14
RCL 16
1

/
SQRT
RCL 01
RTN
LBL "STDVGRD"
XEQ "GRD"
STO 01
XEQ "INTRCPT"
STO 02
RCL 14
2
RCL 01
RCL 15
*
*

2
RCL 02
RCL 13
*
*
+
RCL 01
X^2
RCL 12
*
+
2
RCL 01
RCL 02
*
*
RCL 11
*

RCL 01
X^2
+
RCL 16
2

/
X^2
SQRT
RCL 13
RCL 16
/
X^2
RCL 14
RCL 13
RCL 16
/
RCL 2
*
RCL 13
*

/
SQRT
RTN
LBL "STDVITR"
XEQ "GRD"
STO 01
XEQ "INTRCPT"
STO 02
RCL 14
2
RCL 01
RCL 15
*
*

2
RCL 02
RCL 13
*
*
+
RCL 01
X^2
RCL 12
*
+
2
RCL 01
RCL 02
*
*
RCL 11
*

RCL 02
X^2
+
RCL 16
2

/
X^2
SQRT
RCL 12
RCL 16
/
RCL 13
RCL 16
/
X^2
RCL 14
+
RCL 13
RCL 16
/
2
*
RCL 13
*

/
SQRT
RTN
LBL "STATS"
"GRADIENT="
AVIEW
XEQ "GRD"
STO 01
ARCL X
AVIEW
STOP
"ERROR="
AVIEW
XEQ "STDVGRD"
RCL 16
SQRT
/
ARCL X
AVIEW
STOP
"INTERCEPT="
AVIEW
XEQ "INTRCPT"
STO 02
ARCL X
AVIEW
STOP
"ERROR="
AVIEW
XEQ "STDVITR"
RCL 16
SQRT
/
ARCL X
AVIEW
STOP
RCL 02
RCL 01
"END OF PROG"
AVIEW
CLA
END
Code: Select all
DM41
08 4b000000000000 00000000000000 00000000000000 00000000000000
0c 1000000000019c 1a70016919c149 0000002c048000 00000000000000
148 00000000000000 87000000cc112f 462050524f477e 21fb454e44204f
14c 52439b737e8422 44564954529010 523d7e1ef75354 7e84f64552524f
150 52435054329b73 3d7e1ef7494e54 54455243455054 9b737e84fa494e
154 47524490105243 7e1ef753544456 f64552524f523d 5244319b737e84
158 4e543d7e1ef347 f9475241444945 f6005354415453 4241435285c40c
15c 2d90104312422d 2d901043512e40 4351522c901043 22514090101241
160 212242422b4241 4021512c424012 424112222d4242 54322e12212f42
164 f7494e54524350 1ef3475244311e 53544456495452 435285c80bf800
168 104322422d4241 901043512e2d90 1012414351522d 2b424121514090
16c 42401221224242 2d42424021512c 212f4242411222 52435054322e12
170 44311ef7494e54 4752441ef34752 03f80053544456 114143522185ca
174 414352312e9010 4445562c901011 85cc04f6005354 422d5141425243
178 422b514190102e 2b2d424190102c 4d434390102f42 4385cc03f50050
17c 90102c422b5141 2d2c422b2f4241 494e5452435054 414385c603f800
180 4190102c422b51 90102f422b2d42 c600f400475244 24242143c00f09
184 2421439b737e84 4552494f443d7e 3d9b047e84f750 414c2054494d45
188 349f05fb544f54 13161010422341 2145b200a69c6d 027e8411920222
18c 3302f24e3d229b 9c6d1316101042 3f3d8e311032a6 4c4154494f4e53
190 53fe4f5343494c 004f5343494c4c 00c20909c600f8 9b037e119203b2
194 b2009f06f24e3d 6d131610104246 2123422240a69c 10104232103302
198 8e31a69c6d1316 455256414c3f3d 504552fa494e54 c000f700424545
A: 00000000c00020 B: 0000002c0480fd C: 0000002c0480fd
M: 00011cd5ff73cb N: 000000000000c0 G: 00
Labels are as follows:
BEEPER plays a tone every X seconds.
OSCILLS starts a timer, then counts how many times R/S is pressed up to the predefined limit. Returns the time taken for all iterations and the time period of each iteration.
GRD returns the gradient of the linear regression data from the statistical registers.
INTRCPT returns the intercept of the linear regression data from the statistical registers.
PMCC returns the PMCC of the linear regression data in the statistical registers.
STDEV returns the standard deviation of X and Y on the stack levels X and Y respectively, using the data in the statistical registers.
STDVGRD returns the standard deviation of the gradient of the linear regression data in the statistical registers (I hope).
STDVITR returns the standard deviation of the intercept of the linear regression data in the statistical registers (I hope).
STATS gives the gradient, the standard error in the gradient, the intercept and the standard error of the intercept sequentially with R/S presses (I hope).

 Posts: 479
 Joined: Wed May 03, 2017 5:46 pm
 Location: Malone, NY USA
Re: Linear regression analysis program for DM41(L)
Huh? We all care! I am, however, old. I can neither get my hopes, nor anything else, up without difficulty.keithdalby wrote: ↑Fri Feb 02, 2018 11:38 amSorry for getting your hopes up (he says, shouting into the abyss because nobody really cares)
Tom L
Salut!
DM42 SN: 00025 (Beta)
SN: 00221 (Shipping)
Salut!
DM42 SN: 00025 (Beta)
SN: 00221 (Shipping)

 Posts: 528
 Joined: Mon Apr 24, 2017 6:38 pm
Re: Linear regression analysis program for DM41(L)
Tested, and doesn't work at all. Errors much bigger than expected by several orders of magnitude. Back to the drawing board.keithdalby wrote: ↑Fri Feb 02, 2018 12:30 pmI'll test this tonight when I get home. Presented here untested.
I appear to have transcribed the equations to RPN incorrectly. Just threw them on Excel and used the same data. Got the same gradient but different errors. No reason why that should happen. Haven't tested intercept yet. Doesn't matter, if it's an RPN transcription mistake, I can easily fix that.
EDIT TO ADD: nope, noticed another mistake too. I think it'll be straightforward for me to unpick, but it'll need more than a few quick minutes so I'll put it away for tonight.

 Posts: 528
 Joined: Mon Apr 24, 2017 6:38 pm
Re: Linear regression analysis program for DM41(L)
Found what I need: http://www.namirshammas.com/HP41/LinRegAndAnova41.pdf
I'll implement this into my own code later today and cross check it with Excel. No time now.
I'll implement this into my own code later today and cross check it with Excel. No time now.

 Posts: 528
 Joined: Mon Apr 24, 2017 6:38 pm
Re: Linear regression analysis program for DM41(L)
Finally done it, and it works. It actually works. With real data and everything.
The code for the lab toys:
The calculator dump for the above code:
Labels as follows:
BEEPER plays a tone every X seconds.
OSCILLS starts a timer, then counts how many times R/S is pressed up to the predefined limit. Returns the time taken for all iterations and the time period of each iteration.
GRD returns the gradient of the linear regression data from the statistical registers.
INTRCPT returns the intercept of the linear regression data from the statistical registers.
PMCC returns the PMCC of the linear regression data in the statistical registers.
STDEV returns the standard deviation of X and Y on the stack levels X and Y respectively, using the data in the statistical registers.
STERGRD returns the standard error of the gradient of the linear regression data in the statistical registers.
STERITR returns the standard error of the intercept of the linear regression data in the statistical registers.
STATS gives the gradient, the standard error in the gradient, the intercept and the standard error of the intercept sequentially with R/S presses.
And did I mention that it works?
Thanks to http://pages.mtu.edu/~fmorriso/cm3215/U ... resFit.pdf and http://www.namirshammas.com/HP41/LinRegAndAnova41.pdf for the help (but still had to do quite a bit of trudging to get it to work). I intend to tweak this for the DM42 lab toys I've got at a later date.
The code for the lab toys:
Code: Select all
LBL "BEEPER"
"INTERVAL?="
PROMPT
STO 01
TIME ;XROM 26,28
HR
3600
*
STO 02
0
STO 03
LBL 01
RCL 01
RCL 03
*
RCL 02
+
TIME ;XROM 26,28
HR
3600
*
X<=Y?
GTO 01
TONE 06
"N="
ARCL 03
AVIEW
1
ST+ 03
GTO 01
END
LBL "OSCILLS"
"OSCILLATIONS?="
PROMPT
STO 01
0
STO 02
TIME ;XROM 26,28
HR
3600
*
STO 03
LBL 01
"N="
RCL 02
ARCL 02
AVIEW
STOP
1
ST+ 02
RCL 02
RCL 01
X>Y?
GTO 01
TIME ;XROM 26,28
HR
3600
*
RCL 03

STO 04
TONE 05
"TOTAL TIME="
ARCL 04
AVIEW
STOP
"PERIOD="
AVIEW
RCL 04
RCL 01
/
ARCL X
AVIEW
STOP
RCL 04
RCL 04
RCL 01
/
END
LBL "GRD"
RCL 16
RCL 15
*
RCL 11
RCL 13
*

RCL 16
RCL 12
*
RCL 11
X^2

/
RTN
LBL "INTRCPT"
RCL 13
RCL 12
*
RCL 11
RCL 15
*

RCL 16
RCL 12
*
RCL 11
X^2

/
RTN
LBL "PMCC"
RCL 16
RCL 15
*
RCL 11
RCL 13
*

RCL 16
RCL 12
*
RCL 11
X^2

RCL 16
RCL 14
*
RCL 13
X^2

*
SQRT
/
RTN
LBL "STDEV"
RCL 12
RCL 16
1

/
SQRT
STO 01
RCL 14
RCL 16
1

/
SQRT
RCL 01
RTN
LBL "STERGRD"
XEQ "GRD"
STO 01
RCL 14
RCL 13
X^2
RCL 16
/

RCL 15
RCL 11
RCL 13
*
RCL 16
/

RCL 01
*

RCL 16
2

/
X^2
SQRT
RCL 16
/
RCL 12
RCL 11
X^2
RCL 16
/

/
SQRT
RTN
LBL "STERITR"
XEQ "GRD"
STO 01
RCL 14
RCL 13
X^2
RCL 16
/

RCL 15
RCL 11
RCL 13
*
RCL 16
/

RCL 01
*

RCL 16
2

/
X^2
SQRT
RCL 11
RCL 16
/
X^2
RCL 11
X^2
RCL 16
/
CHS
RCL 12
+
/
RCL 16
1/X
+
RCL 16
/
*
SQRT
RTN
LBL "STATS"
"GRADIENT="
AVIEW
XEQ "GRD"
STO 01
ARCL X
AVIEW
STOP
"ERROR="
AVIEW
XEQ "STERGRD"
ARCL X
AVIEW
STOP
"INTERCEPT="
AVIEW
XEQ "INTRCPT"
STO 02
ARCL X
AVIEW
STOP
"ERROR="
AVIEW
XEQ "STERITR"
ARCL X
AVIEW
STOP
RCL 02
RCL 01
"END OF PROG"
AVIEW
CLA
END
Code: Select all
DM41
08 4b000000000000 00000000000000 00000000000000 00000000000000
0c 1000000000019c 1a70016919c151 0000002c048000 00000000000000
150 00000000000000 477e8700c6102f 204f462050524f 842221fb454e44
154 524954529b737e 3d7e1ef7535445 84f64552524f52 435054329b737e
158 7e1ef7494e5452 4552434550543d 737e84fa494e54 5445524752449b
15c 4f523d7e1ef753 737e84f6455252 1ef3475244319b 4449454e543d7e
160 415453f9475241 85c609f6005354 60409010434252 43542c40439010
164 1043512b519010 12414351522b90 43412142419010 412f2b2d429010
168 312e2d51901043 54521ef3475244 f8005354455249 4341435285cc07
16c 10432c2b519010 10124143515290 10434121424190 43412f2b2d4290
170 44312e2d519010 4752441ef34752 03f80053544552 114143522185ca
174 414352312e9010 4445562c901011 85cc04f6005354 422d5141425243
178 422b514190102e 2b2d424190102c 4d434390102f42 4385cc03f50050
17c 90102c422b5141 2d2c422b2f4241 494e5452435054 414385c603f800
180 4190102c422b51 90102f422b2d42 c600f400475244 24242143c00f09
184 2421439b737e84 4552494f443d7e 3d9b047e84f750 414c2054494d45
188 349f05fb544f54 13161010422341 2145b200a69c6d 027e8411920222
18c 3302f24e3d229b 9c6d1316101042 3f3d8e311032a6 4c4154494f4e53
190 53fe4f5343494c 004f5343494c4c 00c20909c600f8 9b037e119203b2
194 b2009f06f24e3d 6d131610104246 2123422240a69c 10104232103302
198 8e31a69c6d1316 455256414c3f3d 504552fa494e54 c000f700424545
A: 00000000c00020 B: 0000002c0480fd C: 0000002c0480fd
M: 00011cd5ff73cb N: 000000000000c0 G: 00
BEEPER plays a tone every X seconds.
OSCILLS starts a timer, then counts how many times R/S is pressed up to the predefined limit. Returns the time taken for all iterations and the time period of each iteration.
GRD returns the gradient of the linear regression data from the statistical registers.
INTRCPT returns the intercept of the linear regression data from the statistical registers.
PMCC returns the PMCC of the linear regression data in the statistical registers.
STDEV returns the standard deviation of X and Y on the stack levels X and Y respectively, using the data in the statistical registers.
STERGRD returns the standard error of the gradient of the linear regression data in the statistical registers.
STERITR returns the standard error of the intercept of the linear regression data in the statistical registers.
STATS gives the gradient, the standard error in the gradient, the intercept and the standard error of the intercept sequentially with R/S presses.
And did I mention that it works?
Thanks to http://pages.mtu.edu/~fmorriso/cm3215/U ... resFit.pdf and http://www.namirshammas.com/HP41/LinRegAndAnova41.pdf for the help (but still had to do quite a bit of trudging to get it to work). I intend to tweak this for the DM42 lab toys I've got at a later date.