1answer.
Ask question
Login Signup
Ask question
All categories
  • English
  • Mathematics
  • Social Studies
  • Business
  • History
  • Health
  • Geography
  • Biology
  • Physics
  • Chemistry
  • Computers and Technology
  • Arts
  • World Languages
  • Spanish
  • French
  • German
  • Advanced Placement (AP)
  • SAT
  • Medicine
  • Law
  • Engineering
Veronika [31]
3 years ago
12

For this question you will need to analyze data given in file seed Emergence. For your convenience, the data is posted as a text

file. 5 seed disinfectant treatments were applied to several agricultural plots, where 100 seeds were planted in each plot. The response variable is "plants that emerged in each plot". The goal is to compare these 5 treatments using certain appropriate number of blocking levels which could be decided by looking at the data. (a) Use graphical (eg, boxplots) and numerical methods(group means, sd etc) to describe the differences in treatments. (b) What statistical model would you use to analyze this data? Explain. (c) Construct the analysis of variance table for this problem. (d) Using a =0.05, is there any evidence that the treatments differ with respect to emerging plants in each plot? (e) Give estimates of "all" the parameters in the model. (f) Analyze the residuals from this experiment. Which assumptions about the model are satisfied and which are not? Your answer should include all types of residual plots discussed in lecture.
Mathematics
1 answer:
Mrac [35]3 years ago
5 0

Answer:

A) You will get the Mean, Sample variance and standard deviation, Minimum, maximum, range, and Boxplot.

B) The two-way ANOVA (analysis of variance) model is used for the two factors.

C) Outputs are obtained

D) Here, P-value (= 0.0377) < α (= 0.05). There is evidence that the treatments differ with respect to emerging plants.

Step-by-step explanation:

(A)  

Use the MegaStat add-in in Excel to draw the boxplot and to find; the group counts, means, standard deviations, variances, minimums, maximums, and ranges for the 5 treatment groups.

In another Excel worksheet. Enter the data in 5 different columns, each column representing a treatment, and the first row holding the treatment names.

Go to Add-Ins > MegaStat > Descriptive Statistics.

Enter Sheet1!$A$1:$E$5 in Input range.

Tick on Mean, Sample variance and standard deviation, Minimum, maximum, range, and Boxplot.

Click OK.

(B)

Since there are two factors affecting the outcomes- the five treatments (Control, Arasan, Spergon, Semesan, and Fermate), and the four blocks, the two-way ANOVA (analysis of variance) model must be used.

(C)

We have used the Data Analysis tool-pack in Excel to construct the analysis of variance table.

We have arranged the data and entered it as follows:

              Control,    Arasan,    Spergon,    Semesan,    Fermate

Block 1:        86           98             96               97              91

Block 2:       90           94             90               95              93

Block 3:       88           93             91                91               95

Block 4:       87           89             92               92              95

Go to Data > Data Analysis > Anova: Two-Factor Without Replication > OK.

In Input Range, enter $A$1:$E$6; tick on labels, enter Alpha as 0.05, and click OK.

The following output is obtained. Note that the analysis of variance table is given under “ANOVA” in the output.

(D)

In the analysis of variance table above, the “Rows” under “Sources of Variation” correspond to the treatments (as the observations under each treatment are noted along a row), whereas the “Columns” title relates to the block effects.

The P-value for Rows, hat is, for the treatments is 0.0377 (4 decimal places).

The level of significance is given as α = 0.05.

In this case, the null hypothesis is that, there is no significant difference between the 5 treatments, and the alternative hypothesis should be that, not all the treatments have the same effect.

The rejection rule for a test using the P-value is: Reject the null hypothesis, if P-value ≤ α. Otherwise, fail to reject the null hypothesis.

You might be interested in
Find the value of x in each case. Give reasons to justify your solutions! e L, M ∈ KN
Greeley [361]

Answer:

X=36

Step-by-step explanation:

3x+72=180

3x=180-72

3x=108

x=36

8 0
3 years ago
Amy was given an amount of money, m, for good grades on her report card. She spent $15.00 and now has $25.32. How much money did
Vaselesa [24]

Answer:

c

Step-by-step explanation:

8 0
2 years ago
Which expression has value of 15 when = 12?
frosja888 [35]

Answer:

I think its 3p not sure but u can try that

3 0
3 years ago
The sum of the angles x and y are 127 degrees. If the measure of x is 34 more than half the measure of y, what is the measure of
Pepsi [2]
The sum of the angles x and y are 127 degrees.
X + Y = 127

The measure of x is 34 more than half the y.
X = (y/2) + 34
X = (y + 68) / 2

X = 127 - Y

(Y + 68)/2 = 127-Y
254-2Y = Y+68
186 = 3Y
Y = 62
X = 127-62 = 65

The measure of two angles are 62 and 65
8 0
3 years ago
Graph y = -x^2 - 2. Identify the vertex of the graph. Tell whether It is a minimum a<br> or maximum
lawyer [7]

Answer:

(0,-2)

maximum

Step-by-step explanation:

-x∧2-2 = -1 (x∧2) -2

so the vertex should be (0,-2)

As it is negative for the x∧2, so the graph opens downwards. So, the vertex is a maximum.

5 0
2 years ago
Other questions:
  • Let f(x) = 4x − 3. If f(a) = 9 and f(b) = 5, then what is f(a + b) ?
    13·1 answer
  • The volume of a rectangular prism that has a length of 3 units, a width of 6 units, and a height of 4 units is found by V=LWH=(3
    14·1 answer
  • Here is 1 red marble, 2 green marbles, and 5 blue marbles.you draw two marbles from the urn, but replace the first marble before
    10·1 answer
  • Last year 600 cars and 200 pickup were sold at a car lot . This year the number increased by 12%. In the same time period,the nu
    8·1 answer
  • 30 meter building casts a shadow the distance from the top of the building to the tip of the shadow is 37 M find the length of t
    5·1 answer
  • 5 hundreds + 4 tens= ____ tens
    10·1 answer
  • Heated-treated parts are specified to have a hardness of at least 45 (lower specification limit). Any parts that are below 45 ar
    8·1 answer
  • 1/3into a percent and a decimal
    14·1 answer
  • Help now ____________[_
    8·1 answer
  • What is the height of the tree to the nearest tenth of a foot?
    9·1 answer
Add answer
Login
Not registered? Fast signup
Signup
Login Signup
Ask question!