see attachments
Homework 2
Use the Dataset associated with this assignment in Moodle
Directions: Respond to the prompts below. Follow the Do Not and Do instructions.
DO NOT :
Upload your Excel workbook to Moodle
Copy and paste the dataset values into this document
Upload your work as a Word document in Moodle
Report data values in your submission (residuals etc )
DO
Paste or type your responses directly into this document
Save your completed work as a PDF file
Upload your only your PDF file to Moodle
Format ALL tables and charts using APA formatting
Use APA in-text referencing when writing interpretations and referencing tables and charts
1) Using the Descriptive Statistics feature , of JASP, generate ONE numerical summary table for all interval level or above variables in the dataset. Copy and paste the ONE table into this document. Ensure that the table is APA formatted correctly.
2) Using complete sentences, write a STATISTICAL rationale justifying whether the mean or the median is likely the most representative measure of center. PICK ONLY ONE OF THEM. Base your reasoning on the numerical summaries generated in JASP in #1 above
. You should report what the representative measure of center (mean or median) for EACH INTERVAL LEVEL OR ABOVE VARIABLE that is in the dataset.
Only after you have determined the measure of center (either mean or median), select the appropriate measure of spread FOR EACH INTERVAL LEVEL OR ABOVE VARIABLE (standard deviation or IQR) to associate with your measure of center choice. Type your responses in the table below (APA format expand the rows as needed)
Table 1
Measures of center and variability
Variable
Measure of the Center
Measure of Spread
Justification for measure of center choice
2) Use the Correlation feature, of the Data Analysis ToolPak in Excel, to generate ONE correlation table for all interval level or above variables in the dataset. Using complete sentences, write a STATISTICAL interpretation (report strength and direction) AND an APPLIED interpretation of each UNIQUE correlation value listed in the table.
3) Choose 2 continuous variables (your choice). Use Excel to generate a scatter plot for two of the continuous variables. Copy and Paste the scatterplot here. Ensure that the chart is APA formatted.
4) Describe what the dot pattern, in the scatter plot from #3 above, reveals about the type of relation between the two variables (linear or non-linear)
5) Does the scatterplot dot pattern you described in #4 match what you obtained for your correlation value, between the 2 variables, in #2 above? Explain.
6) Using the Regression feature, of JASP, generate the 3 Simple Regression output tables using one of your selected continuous variables from #3 as the explanatory variable and the other as the response variable. Copy and paste all 3 tables here.
7) Using complete sentences, interpret the Multiple R and R Squared values in the Model Summary table. What do these values suggest about the relationship between the variables?
8) Using complete sentences, interpret the P value (
not the F test statistic) value in the ANOVA table. What does this value suggest about the quality of the simple regression model you generated?
9) Using complete sentences, interpret the p-value in the Coefficient table for the explanatory variable. What does this value suggest about the contribution of the explanatory variable to the predictability of the response variable?
10) Using complete sentences, interpret the unstandardized beta in the Coefficient table for the explanatory variable.
11) Using complete sentences, interpret the standardized beta in the Coefficient table for the explanatory variable.
12) Use Excel to generate the residuals for your regression model.
Review this source of performance metrics for regression. Construct Excel formulas and use them in your Excel spreadsheet to calculate the MAE and the RMSE. Please DO NOT submit your list of residuals. Do report your MAE and RMSE and the interpretations. Report your results using the following table. APA format accordingly
Regression Performance Metrics
Value
Interpretation
13) Use the Regression Plots feature of JASP, generate a residuals vs predicted plot , a residuals histogram, and a Q-Q plot standardized residuals. Copy and paste the plots and ensure that they are correctly APA formatted. Use the plots to perform a regression usage assumption check. State whether your plots support the assumptions of independence, normality, and equal variance. Explain
14) If it appears feasible to do so, use your JASP output to report and write out the potential Simple Regression equation. Be sure to use the variable names when writing the equation. If it does not appear feasible to report the simple regression equation, using complete sentences and explain why. Year
Leading Cause of Death
Sex
Race Ethnicity
Number of Deaths
Death Rate
Age Adjusted Death Rate
2015
Accidents Except Drug Poisoning
Male
Non-Hispanic White
287
21.33
18.29
2015
Accidents Except Drug Poisoning
Male
Hispanic
178
14.75
17.16
2015
Accidents Except Drug Poisoning
Female
Non-Hispanic White
191
13.51
8.93
2015
Accidents Except Drug Poisoning
Male
Asian and Pacific Islander
64
10.83
12.34
2015
Accidents Except Drug Poisoning
Female
Asian and Pacific Islander
34
5.26
5.40
2015
Accidents Except Drug Poisoning
Female
Hispanic
65
5.09
5.29
2016
Accidents Except Drug Poisoning
Male
Non-Hispanic White
244
18.26
15.88
2016
Accidents Except Drug Poisoning
Male
Non-Hispanic Black
153
17.80
18.38
2016
Accidents Except Drug Poisoning
Male
Hispanic
177
14.65
16.44
2016
Accidents Except Drug Poisoning
Female
Non-Hispanic White
156
11.13
7.23
2016
Accidents Except Drug Poisoning
Male
Asian and Pacific Islander
60
10.10
11.08
2016
Accidents Except Drug Poisoning
Female
Asian and Pacific Islander
43
6.58
6.50
2017
Accidents Except Drug Poisoning
Male
Non-Hispanic White
290
21.59
18.05
2017
Accidents Except Drug Poisoning
Male
Non-Hispanic Black
138
16.03
16.21
2017
Accidents Except Drug Poisoning
Male
Hispanic
190
15.56
17.56
2017
Accidents Except Drug Poisoning
Male
Asian and Pacific Islander
77
12.64
13.00
2017
Accidents Except Drug Poisoning
Female
Non-Hispanic White
164
11.65
6.80
2017
Accidents Except Drug Poisoning
Female
Asian and Pacific Islander
36
5.34
5.14
2018
Accidents Except Drug Poisoning
Male
Non-Hispanic White
244
18.54
14.78
2018
Accidents Except Drug Poisoning
Male
Hispanic
200
16.88
18.66
2018
Accidents Except Drug Poisoning
Male
Not Stated/Unknown
13
16.28
26.13
2018
Accidents Except Drug Poisoning
Male
Non-Hispanic Black
129
15.39
15.44
2018
Accidents Except Drug Poisoning
Male
Asian and Pacific Islander
84
14.30
14.17
2018
Accidents Except Drug Poisoning
Female
Non-Hispanic White
177
12.84
8.09
2018
Accidents Except Drug Poisoning
Female
Hispanic
71
5.61
5.35
2018
Accidents Except Drug Poisoning
Female
Asian and Pacific Islander
33
5.08
4.72
2019
Accidents Except Drug Poisoning
Male
Not Stated/Unknown
19
23.37
34.09
2019
Accidents Except Drug Poisoning
Male
Non-Hispanic White
272
20.75
16.68
2019
Accidents Except Drug Poisoning
Male
Non-Hispanic Black
150
18.10
17.78
2019
Accidents Except Drug Poisoning
Male
Hispanic
174
14.85
16.11
2019
Accidents Except Drug Poisoning
Female
Not Stated/Unknown
12
13.27
17.02
2019
Accidents Except Drug Poisoning
Female
Non-Hispanic White
167
12.18
7.05
2019
Accidents Except Drug Poisoning
Male
Asian and Pacific Islander
52
8.87
8.39
2019
Accidents Except Drug Poisoning
Female
Hispanic
98
7.83
7.32
2019
Accidents Except Drug Poisoning
Female
Asian and Pacific Islander
40
6.18
5.37
2007
Accidents Except Drug Posioning
Male
White Non-Hispanic
297
22.20
19.80
2007
Accidents Except Drug Posioning
Male
Black Non-Hispanic
158
18.50
20.60
2007
Accidents Except Drug Posioning
Male
Hispanic
154
14.10
17.40
2007
Accidents Except Drug Posioning
Female
White Non-Hispanic
162
11.30
7.30
2007
Accidents Except Drug Posioning
Male
Asian and Pacific Islander
53
11.00
13.00
2007
Accidents Except Drug Posioning
Female
Black Non-Hispanic
87
8.30
8.10
2007
Accidents Except Drug Posioning
Female
Asian and Pacific Islander
32
6.20
7.60
2007
Accidents Except Drug Posioning
Female
Hispanic
71
6.10
7.10
2008
Accidents Except Drug Posioning
Male
White Non-Hispanic
272
20.30
18.40
2008
Accidents Except Drug Posioning
Male
Black Non-Hispanic
146
17.20
18.10
2008
Accidents Except Drug Posioning
Male
Hispanic
186
16.80
20.60
2008
Accidents Except Drug Posioning
Female
White Non-Hispanic
193
13.40
9.40
2008
Accidents Except Drug Posioning
Male
Asian and Pacific Islander
53
10.60
12.20
2008
Accidents Except Drug Posioning
Female
Asian and Pacific Islander
36
6.80
8.50
2008
Accidents Except Drug Posioning
Female
Black Non-Hispanic
70
6.70
6.40
2008
Accidents Except Drug Posioning
Female
Hispanic
68
5.80
6.60
2009
Accidents Except Drug Posioning
Male
White Non-Hispanic
279
20.70
18.70
2009
Accidents Except Drug Posioning
Male
Black Non-Hispanic
134
15.80
16.80
2009
Accidents Except Drug Posioning
Male
Hispanic
170
15.10
17.90
2009
Accidents Except Drug Posioning
Female
White Non-Hispanic
178
12.40
8.30
2009
Accidents Except Drug Posioning
Male
Asian and Pacific Islander
55
10.80
12.30
2009
Accidents Except Drug Posioning
Female
Asian and Pacific Islander
37
6.70
8.00
2009
Accidents Except Drug Posioning
Female
Hispanic
56
4.70
5.30
2010
Accidents Except Drug Posioning
Male
White Non-Hispanic
271
20.20
18.40
2010
Accidents Except Drug Posioning
Male
Black Non-Hispanic
147
17.30
18.30
2010
Accidents Except Drug Posioning
Male
Hispanic
132
11.60
13.90
2010
Accidents Except Drug Posioning
Female
White Non-Hispanic
163
11.40
7.80
2010
Accidents Except Drug Posioning
Male
Asian and Pacific Islander
54
10.40
13.70
2010
Accidents Except Drug Posioning
Female
Hispanic
58
4.80
5.20
2010
Accidents Except Drug Posioning
Female
Asian and Pacific Islander
25
4.40
5.10
2011
Accidents Except Drug Posioning
Male
White Non-Hispanic
272
20.40
18.10
2011
Accidents Except Drug Posioning
Male
Hispanic
180
15.60
18.90
2011
Accidents Except Drug Posioning
Female
White Non-Hispanic
184
13.00
8.20
2011
Accidents Except Drug Posioning
Male
Asian and Pacific Islander
61
11.50
14.80
2011
Accidents Except Drug Posioning
Female
Asian and Pacific Islander
43
7.50
8.50
2012
Accidents Except Drug Posioning
Male
White Non-Hispanic
286
21.40
18.80
2012
Accidents Except Drug Posioning
Male
Black Non-Hispanic
152
17.80
18.60
2012
Accidents Except Drug Posioning
Male
Hispanic
191
16.30
19.70
2012
Accidents Except Drug Posioning
Female
White Non-Hispanic
177
12.50
8.50
2012
Accidents Except Drug Posioning
Male
Asian and Pacific Islander
56
10.40
12.00
2012
Accidents Except Drug Posioning
Female
Asian and Pacific Islander
34
5.80
6.40
2012
Accidents Except Drug Posioning
Female
Hispanic
60
4.80
5.20
2013
Accidents Except Drug Posioning
Male
White Non-Hispanic
271
20.10
17.90
2013
Accidents Except Drug Posioning
Male
Black Non-Hispanic
159
18.50
19.10
2013
Accidents Except Drug Posioning
Male
Hispanic
189
16.00
19.00
2013
Accidents Except Drug Posioning
Female
White Non-Hispanic
166
11.70
8.10
2013
Accidents Except Drug Posioning
Male
Asian and Pacific Islander
63
11.40
12.80
2013
Accidents Except Drug Posioning
Female
Asian and Pacific Islander
35
5.80
6.30
2013
Accidents Except Drug Posioning
Female
Hispanic
60
4.80
5.10
2014
Accidents Except Drug Posioning
Male
White Non-Hispanic
258
19.20
16.40
2014
Accidents Except Drug Posioning
Male
Black Non-Hispanic
148
17.10
17.70
2014
Accidents Except Drug Posioning
Male
Hispanic
176
14.70
16.90
2014
Accidents Except Drug Posioning
Female
White Non-Hispanic
169
11.90
7.40
2014
Accidents Except Drug Posioning
Male
Asian and Pacific Islander
68
11.90
13.30
2014
Accidents Except Drug Posioning
Female
Asian and Pacific Islander
42
6.70
6.90
2014
Accidents Except Drug Posioning
Female
Hispanic
64
5.10
5.40
2007
All Other Causes
Male
Black Non-Hispanic
1163
136.50
162.40
2007
All Other Causes
Male
White Non-Hispanic
1749
130.70
115.90
2007
All Other Causes
Female
White Non-Hispanic
1680
117.10
81.50
2007
All Other Causes
Female
Black Non-Hispanic
1230
116.80
113.40
2007
All Other Causes
Male
Hispanic
988
90.60
142.60
2007
All Other Causes
Female
Hispanic
820
70.20
85.60
2007
All Other Causes
Male
Asian and Pacific Islander
221
45.70
61.20
2007
All Other Causes
Female
Asian and Pacific Islander
182
35.30
44.60
2008
All Other Causes
Male
Black Non-Hispanic
1216
143.20
163.50
2008
All Other Causes
Male
White Non-Hispanic
1824
135.90
119.90
2008
All Other Causes
Female
Black Non-Hispanic
1268
121.00
116.10
2008
All Other Causes
Female
White Non-Hispanic
1706
118.90
78.60
2008
All Other Causes
Male
Hispanic
1069
96.70
139.50
2008
All Other Causes
Female
Hispanic
885
74.90
90.20
2008
All Other Causes
Male
Asian and Pacific Islander
238
47.80
63.30
2008
All Other Causes
Female
Asian and Pacific Islander
214
40.20
50.30
2009
All Other Causes
Male
Black Non-Hispanic
1246
146.70
167.70
2009
All Other Causes
Male
White Non-Hispanic
1818
135.10
118.50
2009
All Other Causes
Female
Black Non-Hispanic
1305
124.60
117.30
2009
All Other Causes
Female
White Non-Hispanic
1684
117.20
77.20
2009
All Other Causes
Male
Hispanic
1067
95.00
138.10
2009
All Other Causes
Female
Hispanic
775
64.70
75.30
2009
All Other Causes
Male
Asian and Pacific Islander
220
43.10
56.10
2009
All Other Causes
Female
Asian and Pacific Islander
220
40.10
48.90
2010
All Other Causes
Male
White Non-Hispanic
2034
151.60
130.90
2010
All Other Causes
Female
White Non-Hispanic
2140
149.70
93.90
2010
All Other Causes
Male
Black Non-Hispanic
1230
144.50
166.20
2010
All Other Causes
Female
Black Non-Hispanic
1326
126.50
117.40
2010
All Other Causes
Male
Hispanic
1167
102.10
150.00
2010
All Other Causes
Female
Hispanic
1007
82.70
94.60
2010
All Other Causes
Male
Asian and Pacific Islander
308
59.20
77.20
2010
All Other Causes
Female
Asian and Pacific Islander
238
42.30
51.60
2011
All Other Causes
Female
White Non-Hispanic
2445
172.60
105.40
2011
All Other Causes
Male
White Non-Hispanic
2165
162.30
139.50
2011
All Other Causes
Male
Black Non-Hispanic
1337
156.70
181.70
2011
All Other Causes
Female
Black Non-Hispanic
1473
140.70
128.80
2011
All Other Causes
Male
Hispanic
1207
104.70
151.10
2011
All Other Causes
Female
Hispanic
1025
83.70
94.80
2011
All Other Causes
Male
Asian and Pacific Islander
340
64.30
85.10
2011
All Other Causes
Female
Asian and Pacific Islander
278
48.70
57.40
2012
All Other Causes
Male
White Non-Hispanic
2316
172.90
145.70
2012
All Other Causes
Female
White Non-Hispanic
2444
172.30
105.10
2012
All Other Causes
Male
Black Non-Hispanic
1320
154.30
175.00
2012
All Other Causes
Female
Black Non-Hispanic
1483
141.90
127.30
2012
All Other Causes
Male
Hispanic
1199
102.60
150.50
2012
All Other Causes
Female
Hispanic
1109
89.50
98.80
2012
All Other Causes
Male
Asian and Pacific Islander
333
61.60
79.70
2012
All Other Causes
Female
Asian and Pacific Islander
327
56.00
65.00
2013
All Other Causes
Female
White Non-Hispanic
2595
182.50
111.10
2013
All Other Causes
Male
White Non-Hispanic
2293
170.30
143.30
2013
All Other Causes
Male
Black Non-Hispanic
1341
156.30
175.70
2013
All Other Causes
Female
Black Non-Hispanic
1557
149.10
129.50
2013
All Other Causes
Male
Hispanic
1193
101.00
146.40
2013
All Other Causes
Female
Hispanic
1082
86.70
94.00
2013
All Other Causes
Male
Asian and Pacific Islander
395
71.30
89.80
2013
All Other Causes
Female
Asian and Pacific Islander
320
53.30
59.00
2014
All Other Causes
Female
White Non-Hispanic
2578
181.90
110.70
2014
All Other Causes
Male
White Non-Hispanic
2275
169.40
141.30
2014
All Other Causes
Male
Black Non-Hispanic
1375
159.30
177.80
2014
All Other Causes
Female
Black Non-Hispanic
1536
146.40
126.40
2014
All Other Causes
Male
Hispanic
1195
100.10
143.30
2014
All Other Causes
Female
Hispanic
1135
89.60
96.00
2014
All Other Causes
Male
Asian and Pacific Islander
424
73.90
90.40
2014
All Other Causes
Female
Asian and Pacific Islander
339
54.20
59.00
2015
All Other Causes
Female
Non-Hispanic White
2489
176.10
108.57
2015
All Other Causes
Male
Non-Hispanic White
2288
170.08
142.33
2015
All Other Causes
Male
Non-Hispanic Black
1418
164.39
182.72
2015
All Other Causes
Female
Non-Hispanic Black
1599
152.97
129.51
2015
All Other Causes
Male
Hispanic
1196
99.09
135.83
2015
All Other Causes
Female
Hispanic
1184
92.64
97.01
2015
All Other Causes
Male
Asian and Pacific Islander
454
76.83
90.93
2015
All Other Causes
Female
Asian and Pacific Islander
345
53.41
56.25
2016
All Other Causes
Male
Non-Hispanic White
2381
178.20
146.45
2016
All Other Causes
Female
Non-Hispanic White
2416
172.44
102.40
2016
All Other Causes
Male
Non-Hispanic Black
1375
159.93
170.48
2016
All Other Causes
Female
Non-Hispanic Black
1585
152.46
127.84
2016
All Other Causes
Male
Hispanic
1233
102.09
135.74
2016
All Other Causes
Female
Hispanic
1147
89.52
91.94
2016
All Other Causes
Male
Asian and Pacific Islander
449
75.61
85.11
2016
All Other Causes
Female
Asian and Pacific Islander
385
58.90
60.88
2017
All Other Causes
Female
Non-Hispanic White
2349
166.84
96.33
2017
All Other Causes
Male
Non-Hispanic Black
1413
164.14
170.93
2017
All Other Causes
Male
Non-Hispanic White
2167
161.33
127.55
2017
All Other Causes
Female
Non-Hispanic Black
1438
138.12
112.67
2017
All Other Causes
Male
Hispanic
1275
104.45
134.38
2017
All Other Causes
Female
Hispanic
1157
89.22
86.29
2017
All Other Causes
Male
Asian and Pacific Islander
493
80.91
86.28
2017
All Other Causes
Female
Asian and Pacific Islander
366
54.25
52.65
2018
All Other Causes
Male
Non-Hispanic Black
1538
183.51
189.51
2018
All Other Causes
Male
Non-Hispanic White
2253
171.19
134.49
2018
All Other Causes
Female
Non-Hispanic White
2354
170.81
98.05
2018
All Other Causes
Female
Non-Hispanic Black
1541
152.43
119.80
2018
All Other Causes
Male
Not Stated/Unknown
105
131.45
213.78
2018
All Other Causes
Male
Hispanic
1305
110.17
138.08
2018
All Other Causes
Female
Hispanic
1182
93.45
87.45
2018
All Other Causes
Female
Not Stated/Unknown
68
76.22
100.49
2018
All Other Causes
Male
Asian and Pacific Islander
437
74.40
75.31
2018
All Other Causes
Female
Asian and Pacific Islander
428
65.90
60.06
2019
All Other Causes
Male
Not Stated/Unknown
168
206.63
315.97
2019
All Other Causes
Male
Non-Hispanic Black
1507
181.85
182.68
2019
All Other Causes
Male
Non-Hispanic White
2366
180.52
139.64
2019
All Other Causes
Female
Non-Hispanic White
2265
165.17
96.24
2019
All Other Causes
Female
Non-Hispanic Black
1579
158.36
123.89
2019
All Other Causes
Male
Hispanic
1396
119.14
143.57
2019
All Other Causes
Female
Not Stated/Unknown
107
118.29
149.90
2019
All Other Causes
Female
Hispanic
1279
102.17
93.38
2019
All Other Causes
Male
Asian and Pacific Islander
551
94.03
91.14
2019
All Other Causes
Female
Asian and Pacific Islander
402
62.07
53.57
2007
Alzheimer’s Disease
Female
White Non-Hispanic
107
7.50
3.50
2008
Alzheimer’s Disease
Female
White Non-Hispanic
151
10.50
5.10
2009
Alzheimer’s Disease
Female
White Non-Hispanic
205
14.30
6.50
2009
Alzheimer’s Disease
Female
Black Non-Hispanic
79
7.50
6.80
2009
Alzheimer’s Disease
Female
Hispanic
56
4.70
6.20
2009
Alzheimer’s Disease
Female
Asian and Pacific Islander
14
2.50
3.60
2010
Alzheimer’s Disease
Female
White Non-Hispanic
247
17.30
7.50
2010
Alzheimer’s Disease
Female
Black Non-Hispanic
88
8.40
7.30
2010
Alzheimer’s Disease
Female
Hispanic
71
5.80
7.50
2011
Alzheimer’s Disease
Female
White Non-Hispanic
231
16.30
7.20
2011
Alzheimer’s Disease
Female
Black Non-Hispanic
90
8.60
7.40
2011
Alzheimer’s Disease
Female
Hispanic
90
7.30
9.10
2011
Alzheimer’s Disease
Female
Asian and Pacific Islander
24
4.20
5.40
2012
Alzheimer’s Disease
Female
White Non-Hispanic
222
15.70
7.20
2012
Alzheimer’s Disease
Female
Black Non-Hispanic
115
11.00
8.90
2012
Alzheimer’s Disease
Female
Hispanic
126
10.20
12.20
2013
Alzheimer’s Disease
Female
White Non-Hispanic
263
18.50
8.40
2013
Alzheimer’s Disease
Female
Black Non-Hispanic
106
10.10
8.00
2013
Alzheimer’s Disease
Female
Hispanic
120
9.60
11.00
2014
Alzheimer’s Disease
Female
White Non-Hispanic
276
19.50
8.60
2014
Alzheimer’s Disease
Female
Black Non-Hispanic
123
11.70
9.20
2014
Alzheimer’s Disease
Female
Hispanic
142
11.20
12.50
2014
Alzheimer’s Disease
Female
Asian and Pacific Islander
26
4.20
4.70
2015
Alzheimer’s Disease
Female
Non-Hispanic White
378
26.74
11.92
2015
Alzheimer’s Disease
Female
Non-Hispanic Black
147
14.06
10.66
2015
Alzheimer’s Disease
Female
Hispanic
176
13.77
14.82
2015
Alzheimer’s Disease
Male
Non-Hispanic White
170
12.64
9.63
2015
Alzheimer’s Disease
Female
Asian and Pacific Islander
50
7.74
8.42
2016
Alzheimer’s Disease
Female
Non-Hispanic White
361
25.77
11.76
2016
Alzheimer’s Disease
Female
Hispanic
203
15.84
16.48
2016
Alzheimer’s Disease
Female
Non-Hispanic Black
158
15.20
11.06
2016
Alzheimer’s Disease
Female
Asian and Pacific Islander
49
7.50
7.74
2016
Alzheimer’s Disease
Male
Asian and Pacific Islander
37
6.23
9.07
2017
Alzheimer’s Disease
Female
Non-Hispanic White
378
26.85
11.63
2017
Alzheimer’s Disease
Female
Non-Hispanic Black
159
15.27
10.42
2017
Alzheimer’s Disease
Female
Hispanic
187
14.42
13.52
2017
Alzheimer’s Disease
Female
Asian and Pacific Islander
69
10.23
9.39
2017
Alzheimer’s Disease
Male
Asian and Pacific Islander
29
4.76
5.73
2018
Alzheimer’s Disease
Female
Non-Hispanic White
369
26.77
11.34
2018
Alzheimer’s Disease
Female
Hispanic
243
19.21
17.12
2018
Alzheimer’s Disease
Female
Non-Hispanic Black
160
15.83
10.57
2018
Alzheimer’s Disease
Female
Asian and Pacific Islander
61
9.39
8.19
2018
Alzheimer’s Disease
Female
Not Stated/Unknown
6
6.73
9.55
2018
Alzheimer’s Disease
Male
Asian and Pacific Islander
30
5.11
5.87
2019
Alzheimer’s Disease
Female
Non-Hispanic White
341
24.87
10.51
2019
Alzheimer’s Disease
Female
Hispanic
231
18.45
15.93
2019
Alzheimer’s Disease
Female
Non-Hispanic Black
171
17.15
10.83
2019
Alzheimer’s Disease
Female
Asian and Pacific Islander
50
7.72
6.21
2019
Alzheimer’s Disease
Male
Asian and Pacific Islander
41
7.00
7.42
2007
Assault (Homicide)
Male
Black Non-Hispanic
267
31.30
31.10
2007
Assault (Homicide)
Male
Hispanic
114
10.50
9.90
2008
Assault (Homicide)
Male
Black Non-Hispanic
286
33.70
33.80
2009
Assault (Homicide)
Male
Black Non-Hispanic
255
30.00
30.00
2010
Assault (Homicide)
Male
Black Non-Hispanic
299
35.10
35.50
2011
Assault (Homicide)
Male
Black Non-Hispanic
266
31.20
31.50
2012
Assault (Homicide)
Male
Black Non-Hispanic
235
27.50
27.60
2013
Assault (Homicide)
Male
Black Non-Hispanic
174
20.30
20.60
2014
Assault (Homicide)
Male
Black Non-Hispanic
186
21.50
21.50
2015
Assault (Homicide)
Male
Non-Hispanic Black
196
22.72
22.97
2016
Assault (Homicide)
Male
Non-Hispanic Black
168
19.54
19.69
2017
Assault (Homicide)
Male
Non-Hispanic Black
133
15.45
15.65
2018
Assault (Homicide)
Male
Non-Hispanic Black
152
18.14
18.17
2019
Assault (Homicide)
Male
Non-Hispanic Black
156
18.82
18.99
2007
Cerebrovascular Disease (Stroke)
Female
Black Non-Hispanic
279
26.50
25.30
2007
Cerebrovascular Disease (Stroke)
Female
White Non-Hispanic
372
25.90
14.40
2007
Cerebrovascular Disease (Stroke)
Male
Black Non-Hispanic
213
25.00
33.00
2007
Cerebrovascular Disease (Stroke)
Male
White Non-Hispanic
267
20.00
16.70
2007
Cerebrovascular Disease (Stroke)
Female
Hispanic
164
14.00
18.30
2007
Cerebrovascular Disease (Stroke)
Female
Asian and Pacific Islander
70
13.60
17.60
2007
Cerebrovascular Disease (Stroke)
Male
Asian and Pacific Islander
56
11.60
16.20
2007
Cerebrovascular Disease (Stroke)
Male
Hispanic
126
11.60
20.00
2008
Cerebrovascular Disease (Stroke)
Female
White Non-Hispanic
379
26.40
14.90
2008
Cerebrovascular Disease (Stroke)
Female
Black Non-Hispanic
267
25.50
23.60
2008
Cerebrovascular Disease (Stroke)
Male
Black Non-Hispanic
206
24.30
31.00
2008
Cerebrovascular Disease (Stroke)
Male
White Non-Hispanic
245
18.30
15.40
2008
Cerebrovascular Disease (Stroke)
Female
Hispanic
152
12.90
16.40
2008
Cerebrovascular Disease (Stroke)
Female
Asian and Pacific Islander
65
12.20
15.40
2008
Cerebrovascular Disease (Stroke)
Male
Hispanic
124
11.20
18.80
2008
Cerebrovascular Disease (Stroke)
Male
Asian and Pacific Islander
48
9.60
14.10
2009
Cerebrovascular Disease (Stroke)
Female
White Non-Hispanic
390
27.10
15.20
2009
Cerebrovascular Disease (Stroke)
Female
Black Non-Hispanic
245
23.40
21.30
2009
Cerebrovascular Disease (Stroke)
Male
Black Non-Hispanic
154
18.10
22.80
2009
Cerebrovascular Disease (Stroke)
Male
White Non-Hispanic
227
16.90
14.20
2009
Cerebrovascular Disease (Stroke)
Female
Hispanic
154
12.90
16.00
2009
Cerebrovascular Disease (Stroke)
Male
Hispanic
143
12.70
21.10
2009
Cerebrovascular Disease (Stroke)
Male
Asian and Pacific Islander
58
11.40
15.50
2009
Cerebrovascular Disease (Stroke)
Female
Asian and Pacific Islander
61
11.10
14.10
2010
Cerebrovascular Disease (Stroke)
Female
White Non-Hispanic
382
26.70
14.10
2010
Cerebrovascular Disease (Stroke)
Female
Black Non-Hispanic
259
24.70
22.20
2010
Cerebrovascular Disease (Stroke)
Male
White Non-Hispanic
276
20.60
17.20
2010
Cerebrovascular Disease (Stroke)
Male
Black Non-Hispanic
171
20.10
23.90
2010
Cerebrovascular Disease (Stroke)
Male
Asian and Pacific Islander
83
15.90
21.30
2010
Cerebrovascular Disease (Stroke)
Female
Asian and Pacific Islander
89
15.80
19.20
2010
Cerebrovascular Disease (Stroke)
Female
Hispanic
168
13.80
16.70
2010
Cerebrovascular Disease (Stroke)
Male
Hispanic
140
12.30
21.40
2011
Cerebrovascular Disease (Stroke)
Female
White Non-Hispanic
466
32.90
17.60
2011
Cerebrovascular Disease (Stroke)
Female
Black Non-Hispanic
281
26.80
23.60
2011
Cerebrovascular Disease (Stroke)
Male
Black Non-Hispanic
200
23.40
28.10
2011
Cerebrovascular Disease (Stroke)
Male
White Non-Hispanic
290
21.70
18.20
2011
Cerebrovascular Disease (Stroke)
Female
Asian and Pacific Islander
98
17.20
20.60
2011
Cerebrovascular Disease (Stroke)
Male
Asian and Pacific Islander
79
15.00
18.50
2011
Cerebrovascular Disease (Stroke)
Female
Hispanic
179
14.60
17.30
2011
Cerebrovascular Disease (Stroke)
Male
Hispanic
147
12.80
20.90
2012
Cerebrovascular Disease (Stroke)
Female
White Non-Hispanic
416
29.30
15.40
2012
Cerebrovascular Disease (Stroke)
Female
Black Non-Hispanic
271
25.90
22.10
2012
Cerebrovascular Disease (Stroke)
Male
White Non-Hispanic
285
21.30
17.60
2012
Cerebrovascular Disease (Stroke)
Male
Black Non-Hispanic
170
19.90
23.30
2012
Cerebrovascular Disease (Stroke)
Female
Asian and Pacific Islander
102
17.50
20.70
2012
Cerebrovascular Disease (Stroke)
Female
Hispanic
169
13.60
15.70
2012
Cerebrovascular Disease (Stroke)
Male
Asian and Pacific Islander
70
13.00
17.50
2012
Cerebrovascular Disease (Stroke)
Male
Hispanic
129
11.00
17.20
2013
Cerebrovascular Disease (Stroke)
Female
White Non-Hispanic
427
30.00
16.40
2013
Cerebrovascular Disease (Stroke)
Female
Black Non-Hispanic
271
25.90
21.70
2013
Cerebrovascular Disease (Stroke)
Male
Black Non-Hispanic
191
22.30
25.00
2013
Cerebrovascular Disease (Stroke)
Male
White Non-Hispanic
249
18.50
15.10
2013
Cerebrovascular Disease (Stroke)
Female
Hispanic
222
17.80
19.80
2013
Cerebrovascular Disease (Stroke)
Male
Hispanic
158
13.40
20.80
2013
Cerebrovascular Disease (Stroke)
Female
Asian and Pacific Islander
80
13.30
14.40
2013
Cerebrovascular Disease (Stroke)
Male
Asian and Pacific Islander
71
12.80
16.10
2014
Cerebrovascular Disease (Stroke)
Female
White Non-Hispanic
418
29.50
15.60
2014
Cerebrovascular Disease (Stroke)
Female
Black Non-Hispanic
274
26.10
21.40
2014
Cerebrovascular Disease (Stroke)
Male
Black Non-Hispanic
197
22.80
26.40
2014
Cerebrovascular Disease (Stroke)
Male
White Non-Hispanic
277
20.60
16.80
2014
Cerebrovascular Disease (Stroke)
Female
Asian and Pacific Islander
112
17.90
19.10
2014
Cerebrovascular Disease (Stroke)
Female
Hispanic
220
17.40
19.00
2014
Cerebrovascular Disease (Stroke)
Male
Asian and Pacific Islander
91
15.90
19.30
2014
Cerebrovascular Disease (Stroke)
Male
Hispanic
165
13.80
20.40
2015
Cerebrovascular Disease (Stroke)
Female
Non-Hispanic White
422
29.86
15.52
2015
Cerebrovascular Disease (Stroke)
Female
Non-Hispanic Black
307
29.37
23.55
2015
Cerebrovascular Disease (Stroke)
Male
Non-Hispanic Black
206
23.88
26.13
2015
Cerebrovascular Disease (Stroke)
Male
Non-Hispanic White
316
23.49
18.81
2015
Cerebrovascular Disease (Stroke)
Female
Hispanic
197
15.41
16.32
2015
Cerebrovascular Disease (Stroke)
Male
Asian and Pacific Islander
90
15.23
17.24
2015
Cerebrovascular Disease (Stroke)
Male
Hispanic
178
14.75
22.15
2015
Cerebrovascular Disease (Stroke)
Female
Asian and Pacific Islander
95
14.71
15.34
2016
Cerebrovascular Disease (Stroke)
Female
Non-Hispanic White
404
28.84
15.16
2016
Cerebrovascular Disease (Stroke)
Female
Non-Hispanic Black
276
26.55
20.70
2016
Cerebrovascular Disease (Stroke)
Male
Non-Hispanic Black
220
25.59
28.56
2016
Cerebrovascular Disease (Stroke)
Male
Non-Hispanic White
317
23.73
18.56
2016
Cerebrovascular Disease (Stroke)
Female
Asian and Pacific Islander
118
18.05
18.25
2016
Cerebrovascular Disease (Stroke)
Male
Asian and Pacific Islander
95
16.00
18.07
2016
Cerebrovascular Disease (Stroke)
Female
Hispanic
204
15.92
16.43
2016
Cerebrovascular Disease (Stroke)
Male
Hispanic
170
14.08
19.74
2017
Cerebrovascular Disease (Stroke)
Female
Non-Hispanic Black
326
31.31
23.37
2017
Cerebrovascular Disease (Stroke)
Female
Non-Hispanic White
404
28.69
14.23
2017
Cerebrovascular Disease (Stroke)
Male
Non-Hispanic Black
242
28.11
29.72
2017
Cerebrovascular Disease (Stroke)
Male
Non-Hispanic White
266
19.80
14.88
2017
Cerebrovascular Disease (Stroke)
Female
Hispanic
247
19.05
18.33
2017
Cerebrovascular Disease (Stroke)
Male
Asian and Pacific Islander
97
15.92
17.03
2017
Cerebrovascular Disease (Stroke)
Male
Hispanic
191
15.65
20.76
2017
Cerebrovascular Disease (Stroke)
Female
Asian and Pacific Islander
92
13.64
12.58
2018
Cerebrovascular Disease (Stroke)
Female
Non-Hispanic Black
299
29.58
21.70
2018
Cerebrovascular Disease (Stroke)
Female
Non-Hispanic White
403
29.24
14.67
2018
Cerebrovascular Disease (Stroke)
Male
Non-Hispanic Black
217
25.89
26.66
2018
Cerebrovascular Disease (Stroke)
Male
Non-Hispanic White
296
22.49
16.71
2018
Cerebrovascular Disease (Stroke)
Male
Not Stated/Unknown
17
21.28
34.05
2018
Cerebrovascular Disease (Stroke)
Female
Hispanic
244
19.29
17.89
2018
Cerebrovascular Disease (Stroke)
Female
Asian and Pacific Islander
114
17.55
15.47
2018
Cerebrovascular Disease (Stroke)
Male
Asian and Pacific Islander
102
17.37
17.36
2018
Cerebrovascular Disease (Stroke)
Male
Hispanic
171
14.44
18.95
2018
Cerebrovascular Disease (Stroke)
Female
Not Stated/Unknown
7
7.85
11.14
2019
Cerebrovascular Disease (Stroke)
Female
Non-Hispanic Black
315
31.59
22.23
2019
Cerebrovascular Disease (Stroke)
Female
Non-Hispanic White
390
28.44
14.42
2019
Cerebrovascular Disease (Stroke)
Male
Non-Hispanic Black
228
27.51
27.15
2019
Cerebrovascular Disease (Stroke)
Male
Not Stated/Unknown
20
24.60
43.51
2019
Cerebrovascular Disease (Stroke)
Female
Not Stated/Unknown
20
22.11
29.54
2019
Cerebrovascular Disease (Stroke)
Male
Non-Hispanic White
266
20.29
14.85
2019
Cerebrovascular Disease (Stroke)
Female
Hispanic
249
19.89
17.66
2019
Cerebrovascular Disease (Stroke)
Male
Asian and Pacific Islander
104
17.75
16.65
2019
Cerebrovascular Disease (Stroke)
Female
Asian and Pacific Islander
110
16.98
14.16
2019
Cerebrovascular Disease (Stroke)
Male
Hispanic
182
15.53
19.56
2010
Certain Conditions originating in the Perinatal Period
Female
Asian and Pacific Islander
18
3.20
4.00
2011
Certain Conditions originating in the Perinatal Period
Male
Asian and Pacific Islander
19
3.60
4.20
2018
Certain Conditions originating in the Perinatal Period
Male
Not Stated/Unknown
18
22.54
16.87
2018
Certain Conditions originating in the Perinatal Period
Female
Not Stated/Unknown
13
14.57
12.05
2019
Certa
