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Identifying Variable Types in Medical Study and State Data, Study notes of Medical statistics

Data from a medical study and state data, requiring the identification of categorical and quantitative variables. For each variable, determine if it is discrete or continuous. Variables include gender, age, race, smoker status, systolic blood pressure, level of calcium in the blood, population, SAT scores, dollars spent on public education per pupil, and average teacher's pay.

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Name
'--Cÿ 'ÿ Period
Categorical vs, Quantitative Variables
Categorical Graphs
,
Data from a medical study contain values of many variables for each of the people who were the
subjects of the study, Which of the following variables are categorical and which are quantitative?
If you believe a variable to be quantitative, further decide if it is discrete (can be counted) or
continuous (must be measured).
(a) Gender (female or male) ÿ z ÿ ÿ, .
(b) Age (years) CÿI.)ÿ I ,ÿÿ ÿ ÿ '[ ÿ {ÿ ÿ'. O(ÿ:, ÿr {ÿ' .ÿ ÿi..
(c) Race (ÿ",ÿt<ÿ C ÿ'0 ÿ{
(d) Smoker (yes or no) Cÿ!ÿ.ÿ,C ÿCÿ ÿ Iÿ ÿ'ÿ>ÿ t
(e) Systolic blood pressure (millimeters of mercury) ÿ,)ÿ ÿ r,ÿ ÿ'ÿ ÿ.k ÿ,{ ÿ ("ÿ,.,.ÿ i ,, ÿ ÿ., ÿ. ÿ'ÿ,
(f) Level of calcium in the blood (micrograms per milliliter) ÿ\x(ÿ.,ÿ,tÿ,,ÿ ,ÿ ¢, (ÿct,iÿ.ÿ,ÿÿtÿ,ÿ,ÿ, ÿ..
,
A table represents data on the states, The first column identifies the states, Each of the
remaining seven columns contains values of a variable, Which of these variables are categorical and
which are quantitative? If quantitative state whether it is discrete or continuous.
(a) Region of the country {ÿ{[).[ ÿ:,,,-ÿ ÿl ÿ , ÿ ÿ ÿ
(b) Population (in thousands of people) (ÿ,)ÿ ÿ.ÿ ÿ\,ÿ, i.ÿ ÿ ÿ (',ÿ ÿ:', tÿ)( .ÿ,ÿ' '¢ÿ' ÿ ,,;ÿ:.,
(c) SAT verbal state average ÿ?ÿ ÿ4 ÿ, ÿ, ÿ' ÿ ÿ. ,, ÿ ÿ. ÿ ÿ- .,ÿjÿ!,, ÿ, ÿ ÿ <ÿ, ,ÿ ,,
(d) SAT math state average ÿk.ÿtÿv\,tÿ'.'ÿ'tÿ'ÿ(!ÿ (ÿ<'ÿ'/ÿ,lÿ,ÿ'v\ÿ.,,ÿ',,ÿi'
(e) Percent of students in state taking SAT Cÿ ÿ,ÿ. ÿlÿ ÿ," ( 'ÿ.ÿ i , ÿ," 'ÿ,ÿ.ÿ,ÿ, ...... ,ÿ, ÿ ! '
(f) Dollars spent on public education per pupil ('ÿ)ÿ ÿ. (;ÿ/ÿ I' tÿ 'ÿ, ÿ 'ÿ ÿ"ÿ (}ÿ >tÿ, ,'ÿ ÿ., ÿ,: ÿ::
(g) Average teacher's pay (in thousands of dollars) ( 'iÿ ÿ.ÿ ÿ,,,ÿ' ;'ÿ, ÿ .ÿ,, ÿ.! ÿ' 'ÿ, ÿ'. ÿ ÿ ÿ,ÿ*' i'! , ÿ;ÿ ÿ:.ÿ
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Name

'--Cÿ 'ÿ Period

Categorical vs, Quantitative Variables

Categorical Graphs

, Data from a medical study contain values of many variables for each of the people who were the

subjects of the study, Which of the following variables are categorical and which are quantitative?

If you believe a variable to be quantitative, further decide if it is discrete (can be counted) or

continuous (must be measured).

(a) Gender (female or male) ÿ z ÿ ÿ,.

(b) Age (years) CÿI.)ÿ I ,ÿÿ ÿ ÿ '[ ÿ {ÿ ÿ'. O(ÿ:, ÿr {ÿ' .ÿ ÿi..

(c) Race (ÿ",ÿt<ÿ C ÿ'0 ÿ{

(d) Smoker (yes or no) Cÿ!ÿ.ÿ,C ÿCÿ ÿ Iÿ ÿ'ÿ>ÿ t

(e) Systolic blood pressure (millimeters of mercury) ÿ,)ÿ ÿ r,ÿ ÿ'ÿ ÿ.k ÿ,{ ÿ ("ÿ,.,.ÿ i ,, ÿ ÿ., ÿ. ÿ'ÿ,

(f) Level of calcium in the blood (micrograms per milliliter) ÿ\x(ÿ.,ÿ,tÿ,,ÿ ,ÿ ¢, (ÿct,iÿ.ÿ,ÿÿtÿ,ÿ,ÿ, ÿ..

, A table represents data on the states, The first column identifies the states, Each of the

remaining seven columns contains values of a variable, Which of these variables are categorical and

which are quantitative? If quantitative state whether it is discrete or continuous.

(a) Region of the country {ÿ{[).[ ÿ:,,,-ÿ ÿl ÿ , ÿ ÿ ÿ

(b) Population (in thousands of people) (ÿ,)ÿ ÿ.ÿ ÿ,ÿ, i.ÿ ÿ ÿ (',ÿ ÿ:', tÿ)( .ÿ,ÿ' '¢ÿ' ÿ ,,;ÿ:.,

(c) SAT verbal state average ÿ?ÿ ÿ4 ÿ, ÿ, ÿ' ÿ ÿ. ,, ÿ ÿ. ÿ ÿ- .,ÿjÿ!,, ÿ, ÿ ÿ <ÿ, ,ÿ ,,

(d) SAT math state average ÿk.ÿtÿv,tÿ'.'ÿ'tÿ'ÿ(!ÿ (ÿ<'ÿ'/ÿ,lÿ,ÿ'v\ÿ.,,ÿ',,ÿi'

(e) Percent of students in state taking SAT Cÿ ÿ,ÿ. ÿlÿ ÿ," ( 'ÿ.ÿ i , ÿ," 'ÿ,ÿ.ÿ,ÿ, ...... ,ÿ, ÿ! '

(f) Dollars spent on public education per pupil ('ÿ)ÿ ÿ. (;ÿ/ÿ I' tÿ 'ÿ, ÿ 'ÿ ÿ"ÿ (}ÿ >tÿ, ,'ÿ ÿ., ÿ,: ÿ::

(g) Average teacher's pay (in thousands of dollars) ( 'iÿ ÿ.ÿ ÿ,,,ÿ' ;'ÿ, ÿ .ÿ,, ÿ.! ÿ' 'ÿ, ÿ'. ÿ ÿ ÿ,ÿ*' i'! , ÿ;ÿ ÿ:.ÿ

Graphs: Email spare is the curse of the internet. Here is a compilation of the most common types of

spam:

Type of Spare Percent

Adult 19

Financial 20

Health 7

Internet 7

Leisure 6

Products 25

Scares 9

Other ??

(a)

(b)

What percent of spare would fall in the "other" category? rl ÿi;ÿ'ÿ

Display this data in a bar graph. Use graph paper and a formal neat presentation with all the

required elements.

Graphs: Births are not evenly distributed across the days of the week. Here are the average

number of babies born on each day of the week in the United States in a recent year:

Day Births

Sunday 7,

Monday 11,

Tuesday 13,

Wednesday 13,

Thursday 13,

Friday 12,

Saturday 8,

(a) Present these data in a well-labeled bar graph.

(b) Suggest some possible reasons why there are fewer births in the weekends.

In July 1991 and again in April 2001 the Gallup poll asked random samples of 1015 adults about

their opinions on working parents. The table summarizes responses to this question:

"Considering the needs of both parents and children, which of the following do you see as the ideal

family in today's society?"

Based on these results, do you think there was a change in people's attitudes during the 10 years

between these polls? Support your conclusions using a segmented or side-by-side bar graph.

1t\0ÿ0 5ÿcwÿ ÿrÿ kÿ !'ÿ ' ÿ" :' ...... Vÿiÿ ÿ

Response

Both Work Full Time

One works full time, the other part time

One works, the other works at home

One works, the other stays at home with the kids

No opinion

1991

142 , tÿt

274 zl

51

2001

131 , I:ÿ

244 ,Zq

173 o ÿl

416 oÿ!

51 ÿ)S

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