Regression: Help with interpretation

classic Classic list List threaded Threaded
1 message Options
Reply | Threaded
Open this post in threaded view
|

Regression: Help with interpretation

Hans-Christian Stahl
Dear list members,



I have interpretation problems. Pallkho is the % of patients in a certain
month which therapy has been initiated in certain hospital type. Zkho is the
% of patients in a certain month which have been documented by a certain
hospital type. Here is the data:



Data list free

/time (F2) pallkho (F3.2) zkho (F3.2).

Begin data

1     15,58 24,05

2     11,11 28,79

3     8,06  24,29

4     6,1   28,42

5     5,61  33,87

6     5     33,94

7     6,31  26,72

8     3,23  37,62

9     3,19  31,63

10    3,85  31,82

11    3,23  34,34

12    6,98  36,26

End data.

Save outfile='C:/trend.sav'.

Exe.



Pallkho and zkho are both significantly time depended. Right? Here is the
syntax I used:



* Curve Estimation.

TSET NEWVAR=NONE .

CURVEFIT /VARIABLES=pallkho  WITH time

  /CONSTANT

  /MODEL=LINEAR

  /PRINT ANOVA

  /PLOT FIT.



* Curve Estimation.

TSET NEWVAR=NONE .

CURVEFIT /VARIABLES=zkho  WITH time

  /CONSTANT

  /MODEL=LINEAR

  /PRINT ANOVA

  /PLOT FIT.



The correlation between pallkho and zkho is also significant. Right?



* Curve Estimation.

TSET NEWVAR=NONE .

CURVEFIT /VARIABLES=pallkho  WITH zkho

  /CONSTANT

  /MODEL=LINEAR

  /PRINT ANOVA

  /PLOT FIT.



If I do a regression as follows, I have "something" (need interpretation
help) which is significant in my ANOVA table but the coefficients for time
and zkho are no longer significant, although there is a significant
correlation between pallkho and zkho on one side and pallkho and time on the
other. I would very much appreciate an explanation for this!



REGRESSION

  /MISSING LISTWISE

  /STATISTICS COEFF OUTS R ANOVA

  /CRITERIA=PIN(.05) POUT(.10)

  /NOORIGIN

  /DEPENDENT pallkho

  /METHOD=ENTER zkho time  .



Thanks a lot in advance.



Answers can also be sent directly to my Email address.



Christian



Email: [hidden email]