nterpret the statistical significance of these coefficients.
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
Related questions
Question
c) Interpret the statistical significance of these coefficients.
![Source
df
MS
Number of obs
57
F (7, 49)
15.42
Model
396743697
7
.056677671
Prob > F
0.0000
Residual
.180090581
49
.003675318
R-squared
0.6878
Adj R-squared
0.6432
Total
.576834278
56
.010300612
Root MSE
.06062
InLifeexpec-1
Coef.
Std. Err.
P>|t|
[95% Conf. Interval]
InGDPperca-20
.0171233
.022338
0.77
0.447
-.0277666
.0620131
InAccesstoe-u
.0412851
.0293228
1.41
0.165
-.0176412
.1002114
PM25airpoll-l
-.0004698
.0004525
-1.04
0.304
-.0013792
.0004395
Smokingprev~s
-.0003691
.0009486
-0.39
0.699
-.0022753
.0015371
Suicidemo-100
-.0047054
.0020817
-2.26
0.028
-.0088887
-.0005221
Totalalcoho-a
-.003248
.0028526
-1.14
0.260
-.0089805
.0024844
Peoplewithb-a
.0015734
.0004903
3.21
0.002
.000588
.0025588
cons
3.885714
.1400801
27.74
0.000
3.604213
4.167215](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fc85b6fca-8791-48b2-aa16-122bf149107d%2F5f64fa65-f621-4720-b88e-07fd379aabaa%2Fygcxl_processed.png&w=3840&q=75)
Transcribed Image Text:Source
df
MS
Number of obs
57
F (7, 49)
15.42
Model
396743697
7
.056677671
Prob > F
0.0000
Residual
.180090581
49
.003675318
R-squared
0.6878
Adj R-squared
0.6432
Total
.576834278
56
.010300612
Root MSE
.06062
InLifeexpec-1
Coef.
Std. Err.
P>|t|
[95% Conf. Interval]
InGDPperca-20
.0171233
.022338
0.77
0.447
-.0277666
.0620131
InAccesstoe-u
.0412851
.0293228
1.41
0.165
-.0176412
.1002114
PM25airpoll-l
-.0004698
.0004525
-1.04
0.304
-.0013792
.0004395
Smokingprev~s
-.0003691
.0009486
-0.39
0.699
-.0022753
.0015371
Suicidemo-100
-.0047054
.0020817
-2.26
0.028
-.0088887
-.0005221
Totalalcoho-a
-.003248
.0028526
-1.14
0.260
-.0089805
.0024844
Peoplewithb-a
.0015734
.0004903
3.21
0.002
.000588
.0025588
cons
3.885714
.1400801
27.74
0.000
3.604213
4.167215
![GDP per capita based on purchasing power parity (PPP). PPP GDP is
gross domestic product converted to international dollars using
| 2017 international purchasing power parity rates. An intenational dollar has the same
purchasing power over GDP as the U.S. dollar has in the United States.
GDP at purchaser's prices is the sum of gross value added by all
resident producers in the country plus any product taxes and minus any
subsidies not included in the value of the products. It is calculated
GDP per capita,
PPP (constant
$)
without making deductions for depreciation of fabricated assets or for
depletion and degradation of natural resources. Data are in constant
|2017 international dollars.
Access to
electricity (% of
population)
Access to electricity is the percentage of population with access to
electricity. Electrification data are collected from industry, national
surveys, and international sources.
PM2.5 air
pollution, mean
annual exposure
| (micrograms per
cubic meter)
Population-weighted exposure to ambient PM2.5 pollution is defined as
the average level of exposure of a nation's population to concentrations
of suspended particles measuring less than 2.5 microns in aerodynamic
diameter, which are capable of penetrating deep into the respiratory tract
and causing severe health damage. Exposure is calculated by weighting
mean annual concentrations of PM2.5 by population in both urban and
rural areas.
Smoking
prevalence, total
(ages 15+)
The prevalence of smoking is the percentage of men and women ages
15 and over who currently smoke any tobacco product on a daily or
non-daily basis. It excludes smokeless tobacco use. The rates are
age-standardized.
Suicide mortality
rate (per 100,000 100,000 population. Crude suicide rate (not age-adjusted).
population)
The suicide mortality rate is the number of suicide deaths in a year per
Total alcohol
consumption per
capita (liters of
pure alcohol,
projected
estimates, 15+
years of age)
Total alcohol per capita consumption is defined as the total (sum of
recorded and unrecorded alcohol) amount of alcohol consumed per
person (15 years of age or older) over a calendar year, in liters of pure
alcohol, adjusted for tourist consumption.
People with basic The percentage of people living in households that have a handwashing
handwashing
facilities including facilities may be fixed or mobile and include a sink with tap water,
soap and water (% buckets with taps, tippy-taps, and jugs or basins designated for
of population)
facility with soap and water available on the premises. Handwashing
handwashing. Soap includes bar soap, liquid soap, powder detergent,
and soapy water but does not include ash, soil, sand or other
handwashing agents.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fc85b6fca-8791-48b2-aa16-122bf149107d%2F5f64fa65-f621-4720-b88e-07fd379aabaa%2Fmu1vw4b_processed.png&w=3840&q=75)
Transcribed Image Text:GDP per capita based on purchasing power parity (PPP). PPP GDP is
gross domestic product converted to international dollars using
| 2017 international purchasing power parity rates. An intenational dollar has the same
purchasing power over GDP as the U.S. dollar has in the United States.
GDP at purchaser's prices is the sum of gross value added by all
resident producers in the country plus any product taxes and minus any
subsidies not included in the value of the products. It is calculated
GDP per capita,
PPP (constant
$)
without making deductions for depreciation of fabricated assets or for
depletion and degradation of natural resources. Data are in constant
|2017 international dollars.
Access to
electricity (% of
population)
Access to electricity is the percentage of population with access to
electricity. Electrification data are collected from industry, national
surveys, and international sources.
PM2.5 air
pollution, mean
annual exposure
| (micrograms per
cubic meter)
Population-weighted exposure to ambient PM2.5 pollution is defined as
the average level of exposure of a nation's population to concentrations
of suspended particles measuring less than 2.5 microns in aerodynamic
diameter, which are capable of penetrating deep into the respiratory tract
and causing severe health damage. Exposure is calculated by weighting
mean annual concentrations of PM2.5 by population in both urban and
rural areas.
Smoking
prevalence, total
(ages 15+)
The prevalence of smoking is the percentage of men and women ages
15 and over who currently smoke any tobacco product on a daily or
non-daily basis. It excludes smokeless tobacco use. The rates are
age-standardized.
Suicide mortality
rate (per 100,000 100,000 population. Crude suicide rate (not age-adjusted).
population)
The suicide mortality rate is the number of suicide deaths in a year per
Total alcohol
consumption per
capita (liters of
pure alcohol,
projected
estimates, 15+
years of age)
Total alcohol per capita consumption is defined as the total (sum of
recorded and unrecorded alcohol) amount of alcohol consumed per
person (15 years of age or older) over a calendar year, in liters of pure
alcohol, adjusted for tourist consumption.
People with basic The percentage of people living in households that have a handwashing
handwashing
facilities including facilities may be fixed or mobile and include a sink with tap water,
soap and water (% buckets with taps, tippy-taps, and jugs or basins designated for
of population)
facility with soap and water available on the premises. Handwashing
handwashing. Soap includes bar soap, liquid soap, powder detergent,
and soapy water but does not include ash, soil, sand or other
handwashing agents.
Expert Solution
![](/static/compass_v2/shared-icons/check-mark.png)
Step 1
The coefficient shows two unknown constant slope and intercept in a model.
The coefficient standard error measures the average amount that vary from actual value.
The coefficient t value shows how many standard value are far away from zero.
Step by step
Solved in 2 steps
![Blurred answer](/static/compass_v2/solution-images/blurred-answer.jpg)
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