APPLIED REGRESSION ANALYSIS: A RESEARCH TOOL
by
John O. Rawlings
Wadsworth & Brooks/Cole Advanced Books & Software, 1988
This diskette contains the data sets used in examples and exercises
in Applied Regression Analysis: A Research Tool. There are 40 ASCII
files
with the data variables in each file separated by one or more blank
spaces.
The order of the variables in each data file is given by the variable
names shown in square brackets in the following listing. Page numbers
refer to the page in the text where the data are presented. In a few
cases where the original data are not given in the text, the page number
refers to the description of the data. You are referred to the text for
these descriptions.
------------------------------------------------------------------DATA NAME
PAGE VARIABLES:
------------------------------------------------------------------1. SOYMEAN.DTA
4 [ozone level, yield]
2. DUSTEXP.DTA
21 [dust exposure, relative risk]
3. HRTRATE.DTA
26 [body weight, heart rate]
4. SOLAR109.DTA 27 [solar radiation, plant biomass]
5. RAD119.DTA
28 [ozone (0=low, 1=high), radiation, seed weight]
6. PSEUDOMO.DTA 29 [time, number of guests, number infected]
7. HOSPDAYS.DTA 29 [hospital days for smokers, cigarettes smoked,
hospital days for nonsmokers]
8.* FRANCIS.DTA
55 [location, average minimum temperature, average
maximum temperature, total rainfall, total
growing degree days]
9. SOILOMN.DTA
80 [plant dry weight, soil organic matter,
supplemental nitrogen]
10. FISHPRES.DTA 82 [year, catch, number of vessels, pressure]
11. PEAKFLOW.DTA 82 [Qo, Qp, X1, X2, X3, X4]
12. CANCERC.DTA
83 [sex (1=female, -1=male), age, days, control]
13. FITNESS.DTA 105 [age, weight, O2 uptake, time, resting heart
rate, running heart rate, maximum heart rate]
14. SOYPLOT.DTA 123 [ozone, yield]
15. LINTH-5.DTA 136 [observation, location, type, biomass, salinity,
pH, K, Na, Zn]
16. WATERSHD.DTA 151 [X1, X2, X3, X4, X5, X6, X7, X8, X9, X10, Q]
17. CABBAGE.DTA 219 [planting date, line number, head weight,
ascorbic acid content]
18. SOILPHOS.DTA 227 [block, phosphorus source, phosphorus rate, soil
phosphorus, forage]
19. CORNBORE.DTA 232 [days after inoculation, number of larvae
surviving]
20. WEBER.DTA
233 [block, temperature, herbicide, concentration,
absorption]
21. CANCER.DTA
234 [type (S=stomach, B=bronchus, C=colon), sex
(F=female, M=male), age, days, control]
22. COLLINTY.DTA 276 [column of 1's, X1, X2, X3]
23.* LAURIE.DTA
297 [strain of fruitfly, WBF, SDH, FUM, GH, GO]
24.
SOILMIX.DTA
298
[depth 1 sand, depth 1 silt, depth 1 clay, depth
2 sand, depth 2 silt, depth 2 clay, depth 3
sand, depth 3 silt, depth 3 clay]
25. CHLORIDE.DTA 304 [family, hours, chloride content]
26.* BRADORIG.DTA 320 [tree number, diameters at 2 , 4 , 6 , 8, 10, and
12 inches, diameter at breast height (DBH),
merchantable height, total height]
27. GROWTH.DTA
325 [age, dry weight]
28. LINTHALL.DTA 358 [location, type, biomass, H2S, salinity, Eh7, pH,
buffer acidity, P, K, Ca, Mg, Na, Mn, Zn, Cu,
NH4]
29. ALDRDICE.DTA 386 [replication, salinity, temperature, oxygen,
median lethal time]
30. GRIMES2.DTA 403 [suspension number, time, calcium]
31. CHEMRESP.DTA 409 [environment, time, concentration]
32. REBBECK.DTA 410 [soil type. percent moisture, pressure]
33. SHURT.DTA
411 [days, light absorbance, treatment (C=control,
D=CO2, S=shaking, B=CO2 and shaking),
replication (A,B)]
34. BYRNEVOL.DTA 412 [volume, dry weight]
35. BACTCONT.DTA 413 [strain (=3) , CLO2, pH, time, colony count]
36. SOY1981.DTA 417 [year (=1), position (N=north, S=South), block,
ozone treatment, sulfur dioxide treatment, ozone
ppm, sulfur dioxide ppm, yield]
37. SOY1982.DTA 430 [year (=2), position (N=north, S=South), block,
ozone treatment, sulfur dioxide treatment (=0),
ozone ppm, sulfur dioxide ppm (=0), yield]
38. SOY1983.DTA 430 [year (=3), moisture (W=well watered,
D=stressed), block, ozone treatment, sulfur
dioxide treatment (=0), ozone ppm, sulfur
dioxide ppm (=0), yield]
39. SOY1984.DTA 430 [year (=4), moisture (W=well watered,
D=stressed), block, ozone treatment, sulfur
dioxide treatment (=0), ozone ppm, sulfur
dioxide ppm (=0), yield]
40. HOUSE.DTA
475 [block, tillage treatment (CT, NT), herbicide
treatment (H, NOH), cultivation treatment (C,
NOC), yield]
---------------------------------------------------------------------* Original data are not listed in the text.