The following data set comes from Sokal & Rohlf (1995). "The oven-dry weights (in grams) of new growth in hybrid poplars grown in concrete soil frames and treated with lime (L), nitrogen (N), phosphorus (P), and potassium (K) are given below. The frames were laid out in three blocks." Note that O represents a control (no supplement).

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
icon
Related questions
Question
2.
The following data set comes from Sokal & Rohlf (1995). "The oven-dry weights (in grams) of
new growth in hybrid poplars grown in concrete soil frames and treated with lime (L), nitrogen
(N), phosphorus (P), and potassium (K) are given below. The frames were laid out in three
blocks." Note that O represents a control (no supplement).
Treatments
Blocks
0
P
PK
K
NK
N
NP
NPK
1
13.9
31.7 57.9
49.5
49.7
14.2 14.7 13.6
22.8 12.8 12.7
2
21.7 35.5
38.1
14.3
15.8 22.1
25.6
25.7 31.0 30.7 36.3
3
13.3
15.5
Treatments
Blocks
L
LP
LPK
LK
LNK
LN LNP
LNPK
1
53.4
2
15.3 11.8 17.8 16.6 41.2 43.0 63.8
19.4 23.2 21.4 20.1 59.3 62.5 59.7
15.9 22.7
20.6 15.1 32.0 37.1 41.3
53.5
3
58.5
(a)
How would you describe the design of this experiment? Writet an appropriate model
equation for this experiment, if we assume blocks do not interact with treatment factors
but all treatment factor interactions are possible.
(b) How would you set up the data frame for analysis in R?
(c) Write out the Source and df columns for the ANOVA table.
(d) How many df would be associated with the error if all interactions involving three or
more interactions were pooled with the error?
(e) For your model, what are the values of Y₂ and?
How would the randomization have been conducted in this experiment?
එමදි මට
Transcribed Image Text:2. The following data set comes from Sokal & Rohlf (1995). "The oven-dry weights (in grams) of new growth in hybrid poplars grown in concrete soil frames and treated with lime (L), nitrogen (N), phosphorus (P), and potassium (K) are given below. The frames were laid out in three blocks." Note that O represents a control (no supplement). Treatments Blocks 0 P PK K NK N NP NPK 1 13.9 31.7 57.9 49.5 49.7 14.2 14.7 13.6 22.8 12.8 12.7 2 21.7 35.5 38.1 14.3 15.8 22.1 25.6 25.7 31.0 30.7 36.3 3 13.3 15.5 Treatments Blocks L LP LPK LK LNK LN LNP LNPK 1 53.4 2 15.3 11.8 17.8 16.6 41.2 43.0 63.8 19.4 23.2 21.4 20.1 59.3 62.5 59.7 15.9 22.7 20.6 15.1 32.0 37.1 41.3 53.5 3 58.5 (a) How would you describe the design of this experiment? Writet an appropriate model equation for this experiment, if we assume blocks do not interact with treatment factors but all treatment factor interactions are possible. (b) How would you set up the data frame for analysis in R? (c) Write out the Source and df columns for the ANOVA table. (d) How many df would be associated with the error if all interactions involving three or more interactions were pooled with the error? (e) For your model, what are the values of Y₂ and? How would the randomization have been conducted in this experiment? එමදි මට
Expert Solution
steps

Step by step

Solved in 2 steps with 1 images

Blurred answer
Similar questions
Recommended textbooks for you
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman