R Programming The data for the table is in the google drive link below. R Programming. Replicate the table using the data file below.You do not need to report the mean and standard deviation for the number of children variable.Data files is in this link: https://drive.google.com/drive/folders/1SrpmxJUGiiySF7vivzzHpo7L0DeW2EAA?usp=share_link Panel A: HunanFamily sizeNo. of childrenFemale headIncome per capitaExpenditure per capitaCalories per capitaRice per capitaMeat per capitaRice calorie shareObservationsPanel B: GansuFamily sizeNo. of childrenFemale headTABLE 1-MEANS AND STANDARD DEVIATIONS OF KEY VARIABLESControl 0.1 yuan/jin subsidy 0.2 yuan/jin subsidy 0.3 yuan/jin subsidyIncome per capitaExpenditure per capitaCalories per capitaWheat per capitaMeat per capitaWheat calorie shareObservations2.8[1.3]0.46[0.68]0.34[0.47]604[1227]316[252]1767[628]317[122]50.4[81.6]0.639[0.188]1612.9[1.1]0.56[0.64]0.44[0.50]694[663]202[247]1737[496]353[132]13.9[30.9]0.691[0.176]1632.9[1.3]0.46[0.6883]0.37[0.4844]557[797]330[316]1783[588]325[129]42.4[61.0]0.636[0.186]1622.7[1.1]0.55[0.69]0.40[0.49]694[652]228[214]1732[553]353[147]9.7[23.8]0.691[0.172]1623.0[1.4]0.44[0.6687]0.37[0.4844]703[959]299[290]1817[549]340[128]40.7[59.2]0.645[0.158]1622.7[0.95]0.54[0.66]0.44[0.50)724[800]198[231]1716[500]341[136]13.5[33.7]0.678[0.181]1622.7(1.1)0.38[0.61]0.40[0.49]751[2451]361[483]1851[601]338[120]52.8[70.3]0.642[0.152]1592.7[1.1]0.54[0.60]0.44[0.50]726[697]216[201]1655[520]329[120]13.6[31.1]0.680[0.165]162

Answered: Programming. Replicate the table using…

MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

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R Programming The data for the table is in the google drive link below.

R Programming. Replicate the table using the data file below.You do not need to report the mean and standard deviation for the number of children variable.

Data files is in this link: https://drive.google.com/drive/folders/1SrpmxJUGiiySF7vivzzHpo7L0DeW2EAA?usp=share_link

Panel A: Hunan
Family size
No. of children
Female head
Income per capita
Expenditure per capita
Calories per capita
Rice per capita
Meat per capita
Rice calorie share
Observations
Panel B: Gansu
Family size
No. of children
Female head
TABLE 1-MEANS AND STANDARD DEVIATIONS OF KEY VARIABLES
Control 0.1 yuan/jin subsidy 0.2 yuan/jin subsidy 0.3 yuan/jin subsidy
Income per capita
Expenditure per capita
Calories per capita
Wheat per capita
Meat per capita
Wheat calorie share
Observations
2.8
[1.3]
0.46
[0.68]
0.34
[0.47]
604
[1227]
316
[252]
1767
[628]
317
[122]
50.4
[81.6]
0.639
[0.188]
161
2.9
[1.1]
0.56
[0.64]
0.44
[0.50]
694
[663]
202
[247]
1737
[496]
353
[132]
13.9
[30.9]
0.691
[0.176]
163
2.9
[1.3]
0.46
[0.6883]
0.37
[0.4844]
557
[797]
330
[316]
1783
[588]
325
[129]
42.4
[61.0]
0.636
[0.186]
162
2.7
[1.1]
0.55
[0.69]
0.40
[0.49]
694
[652]
228
[214]
1732
[553]
353
[147]
9.7
[23.8]
0.691
[0.172]
162
3.0
[1.4]
0.44
[0.6687]
0.37
[0.4844]
703
[959]
299
[290]
1817
[549]
340
[128]
40.7
[59.2]
0.645
[0.158]
162
2.7
[0.95]
0.54
[0.66]
0.44
[0.50)
724
[800]
198
[231]
1716
[500]
341
[136]
13.5
[33.7]
0.678
[0.181]
162
2.7
(1.1)
0.38
[0.61]
0.40
[0.49]
751
[2451]
361
[483]
1851
[601]
338
[120]
52.8
[70.3]
0.642
[0.152]
159
2.7
[1.1]
0.54
[0.60]
0.44
[0.50]
726
[697]
216
[201]
1655
[520]
329
[120]
13.6
[31.1]
0.680
[0.165]
162

Definition Definition Measure of central tendency that is the average of a given data set. The mean value is evaluated as the quotient of the sum of all observations by the sample size. The mean, in contrast to a median, is affected by extreme values. Very large or very small values can distract the mean from the center of the data. Arithmetic mean: The most common type of mean is the arithmetic mean. It is evaluated using the formula: μ = 1 N ∑ i = 1 N x i Other types of means are the geometric mean, logarithmic mean, and harmonic mean. Geometric mean: The nth root of the product of n observations from a data set is defined as the geometric mean of the set: G = x 1 x 2 ... x n n Logarithmic mean: The difference of the natural logarithms of the two numbers, divided by the difference between the numbers is the logarithmic mean of the two numbers. The logarithmic mean is used particularly in heat transfer and mass transfer. ln x 2 − ln x 1 x 2 − x 1 Harmonic mean: The inverse of the arithmetic mean of the inverses of all the numbers in a data set is the harmonic mean of the data. 1 1 x 1 + 1 x 2 + ...

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