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Introduction to Statistics - Part 2
1.
Quantitative Data Analysis:
Statistics – Part 2
2.
3.
The Normal Distribution
4.
5.
6.
7.
8.
9.
The Normal Distribution
10.
11.
The Normal Distribution
12.
The Normal Distribution
13.
14.
Density Curves:
Properties
15.
16.
17.
Same Mean,
Different Standard Deviation 10 1
18.
Different Mean,
Different Standard Deviation 10 1
19.
Different Mean,
Same Standard Deviation 10 1
20.
21.
22.
23.
24.
25.
26.
27.
28.
29.
30.
The Normal Distribution
31.
32.
33.
34.
So what? Before
= 6.4 After = 9.2 0 10
35.
So what? Is
this a significant difference? Before = 6.4 After = 9.2 10 0
36.
So what? or
is it more likely a sampling variation? Before = 6.4 After = 9.2 10 0
37.
So what? Before
= 6.4 After = 9.2 10 0
38.
So what? Before
= 6.4 After = 9.2 10 0
39.
So what? Before
= 6.4 After = 9.2 How many standard devaitions from the mean is this? 10 0
40.
So what? Before
= 6.4 After = 9.2 How many standard devaitions from the mean is this? 10 0 and is it statistically significant?
41.
So what? Before
= 6.4 After = 9.2 10 0 σ σ σ
42.
43.
44.
45.
46.
47.
Trends in Statistical
Tests used in Research Papers Historically Currently Testing Estimation Hypothesis Tests Quoting P-Values Confidence Intervals Results in: Accept/Reject Results in: p-Value Results in: Approx. Mean
48.
49.
Confidence Intervals
50.
51.
52.
53.
54.
55.
56.
Example 1
57.
58.
59.
Example 2
60.
61.
62.
63.
64.
T-Tests
65.
66.
67.
68.
69.
70.
71.
72.
73.
74.
75.
76.
Choosing the right
test
77.
Choosing a statistical
test http://www.graphpad.com/www/Book/Choose.htm
78.
Choosing a statistical
test http://www.graphpad.com/www/Book/Choose.htm
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