In: Statistics and Probability
One of our topics this week involves looking at continuous distributions, and recognizing the "Normal distribution" bell curve when it appears. The text also covers other types of common distributions we see as well.
These have also been covered in The Lady Tasting Tea - and we've done a LOT of histograms in this class because of this very week. NOW you see why we take so much time in constructing those histograms - they can show us the distribution of a data set in an easy to recognize format.
For this week's Excel assignment, I'm going to let you use any of the data sets we have practiced with so far in class. They're all fair game from the gradesPreview the document data, to moviesPreview the document, basketball statsPreview the document, LMAS animalsPreview the document, etc.
Turn in an Excel spreadsheet with at least FOUR examples of distributions covered in the text this week. Show their histograms, and explain why you think they fit that particular distribution type. Also include the descriptive statistics that back up what you see from the graphs, and tell how they support that finding - because we can't always rely on visual analysis alone, of course!
Why not? See the link I have posted about The Datasaurus Dozen!
One of our topics this week involves looking at continuous distributions, and recognizing the "Normal distribution" bell curve when it appears. The text also covers other types of common distributions we see as well.
These have also been covered in The Lady Tasting Tea - and we've done a LOT of histograms in this class because of this very week. NOW you see why we take so much time in constructing those histograms - they can show us the distribution of a data set in an easy to recognize format.
For this week's Excel assignment, I'm going to let you use any of the data sets we have practiced with so far in class. They're all fair game from the gradesPreview the document data, to moviesPreview the document, basketball statsPreview the document, LMAS animalsPreview the document, etc.
Turn in an Excel spreadsheet with at least FOUR examples of distributions covered in the text this week. Show their histograms, and explain why you think they fit that particular distribution type. Also include the descriptive statistics that back up what you see from the graphs, and tell how they support that finding - because we can't always rely on visual analysis alone, of course!
Why not? See the link I have posted about The Datasaurus Dozen!
Data from
Indiana Colleges
Name of Institution Graduation Rate (%)
Salary After Attending ($) Number of
Students Typical Total Debt ($) Average
Annual Cost ($)
Ancilla College 0.24 29200
398 20000 16395
Anderson University 0.57 35900
1862 27999 22654
Ball State University 0.58
39000 15985 25000 15294
Bethel College 0.63 36500
1579 21884 17730
Brown Mackie College - Fort Wayne 0.37
25200 659 21599 19133
Brown Mackie College - Merrillville 0.43
25200 619 21599 18575
Brown Mackie College - Michigan City 0.32
25200 290 21599 19178
Brown Mackie College - South Bend 0.38
25200 423 21599 19230
Butler University 0.73 52400
3998 26600 29103
Calumet College of St. Joseph 0.32
37200 988 24224 11517
College of Court Reporting Inc 0.31
23300 252 0 21106
Crossroads Bible College 0.61
26800 219 26951 15438
Depauw University 0.78 47800
2272 24500 22171
Earlham College 0.71 32300
1016 27000 19414
Franklin College 0.59 41000
969 27000 20438
Goshen College 0.71 36300
778 20857 19001
Grace College and Theological Seminary 0.6
33200 1286 22700 15799
Hanover College 0.69 44400
1159 27000 21002
Harrison College - Indianapolis 0.31
24700 3726 27167 19196
Holy Cross College 0.39 36300
490 25000 17637
Hunigton University 0.61 35500
1030 27000 19192
Indiana Institue of Technology 0.31
41100 5670 28744 21940
Indiana State University 0.43
36000 10173 24193 11864
Indiana University - Bloomington 0.76
45300 31984 23628 14174
Indiana University - East 0.25
29100 3132 23388 9011
Indiana University - Kokomo 0.25
33600 2708 19500 10921
Indiana University - Northwest 0.24
35900 4764 29037 13211
Indiana University - South Bend 0.25
33800 5538 25724 12068
Indiana University - Southeast 0.29
34000 5699 22915 11550
Indiana Wesleyan University 0.65
46000 10625 24807 25340
International Business College - Fort Wayne
0.73 27200 406
13625 17673
International Business College - Indianapolis
0.73 27200 399
13625 16346
IPFW 0.25 35900
9795 26000 14337
ITT Technical Institute - Fort Wayne 0.34
38400 283 25834 22119
ITT Technical Institute - Indianapolis 0.19
38400 4296 25834 23589
ITT Technical Institute - Newburgh 0.35
38400 295 25834 23921
IUPUI 0.4 39100
21569 25388 14666
Manchester University 0.53
38000 1188 27000 20151
Martin University 0.56 40400
2054 30090 19459
MedTech College - Fort Wayne 0.67
29300 357 20000 21736
MedTech College - Greenwood 0.5
29300 551 20000 21921
MedTech College - Indianapolis 0.5
29300 603 20000 21836
Mid-America College of Funeral Service 0.69
35400 63 17000 7585
Oakland City University 0.67
33700 587 17000 15629
Purdue University 0.7 52600
30167 23766 15543
Purdue University - Calumet 0.3
38100 7466 22781 12007
Purdue University - North Central 0.25
35200 3514 26000 9850
Rose-Hulman University 0.75
78900 2165 27000 33087
Saint Joesphs College 0.47
39800 1096 27000 25255
Saint Mary-of-the-Woods College 0.61
30200 630 27000 16466
Saint Mary's College 0.74 45600
1470 27000 24319
Taylor University 0.76 38600
1873 24713 19696
The Art Institute of Indianapolis 0.23
25200 862 21599 26323
Trine University 0.052 42600
1431 26063 21183
University of Evansville 0.66
40000 2373 26000 20396
University of Indianapolis 0.56
41600 4108 27450 22293
University of Notre Dame 0.95
69400 8466 21000 27845
University of Phoenix - Indianapolis 0.12
53400 338 35500 18704
University of Saint Francis 0.52
40000 1878 26000 16809
University of Southern Indiana 0.39
35500 8764 23275 14098
Valparasio University 0.72
48100 3209 27000 19952
Vincennes University 0.26 32200
8313 15599 10694
Wabash College 0.71 49900
896 23000 22723
used Excel above data and draw histogram and descriptive statistics for every variable