In: Statistics and Probability
Sample 1 |
Sample 2 |
Sample 3 |
Sample 4 |
11.55 |
11.62 |
11.91 |
12.02 |
11.62 |
11.69 |
11.36 |
12.02 |
11.52 |
11.59 |
11.75 |
12.05 |
11.75 |
11.82 |
11.95 |
12.18 |
11.90 |
11.97 |
12.14 |
12.11 |
11.64 |
11.71 |
11.72 |
12.07 |
11.80 |
11.87 |
11.61 |
12.05 |
12.03 |
12.10 |
11.85 |
11.64 |
11.94 |
12.01 |
12.16 |
12.39 |
11.92 |
11.99 |
11.91 |
11.65 |
12.13 |
12.20 |
12.12 |
12.11 |
12.09 |
12.16 |
11.61 |
11.90 |
11.93 |
12.00 |
12.21 |
12.22 |
12.21 |
12.28 |
11.56 |
11.88 |
12.32 |
12.39 |
11.95 |
12.03 |
11.93 |
12.00 |
12.01 |
12.35 |
11.85 |
11.92 |
12.06 |
12.09 |
11.76 |
11.83 |
11.76 |
11.77 |
12.16 |
12.23 |
11.82 |
12.20 |
11.77 |
11.84 |
12.12 |
11.79 |
12.00 |
12.07 |
11.60 |
12.30 |
12.04 |
12.11 |
11.95 |
12.27 |
11.98 |
12.05 |
11.96 |
12.29 |
12.30 |
12.37 |
12.22 |
12.47 |
12.18 |
12.25 |
11.75 |
12.03 |
11.97 |
12.04 |
11.96 |
12.17 |
12.17 |
12.24 |
11.95 |
11.94 |
11.85 |
11.92 |
11.89 |
11.97 |
12.30 |
12.37 |
11.99 |
12.23 |
12.15 |
12.22 |
11.93 |
12.25 |
Compute the standard deviation of each
sample:
Sample 1: (Round to 4 decimal places)
Sample 2: (Round to 4 decimal places)
Sample 3: (Round to 4 decimal places)
Sample 4: (Round to 4 decimal places)
Run the appropriate hypothesis test using StatCrunch and
record the test-statistics (z or t) for each of the
samples.
Sample 1: (Round to 4 decimal places)
Sample 2: (Round to 4 decimal places)
Sample 3: (Round to 4 decimal places)
Sample 4: (Round to 4 decimal places)
Standard Deviation for Sample1 =0.216652
Standard Deviation for Sample2=0.216652
Standard Deviation for Sample3=0.204482
Standard Deviation for Sample4=0.202645
0.216652 | 0.216652 | 0.204482 | 0.202645 |
t-Test: Two-Sample Assuming Equal Variances | ||
Sample1 | Sample 2 | |
Mean | 11.95866667 | 12.02866667 |
Variance | 0.048556782 | 0.048556782 |
Observations | 30 | 30 |
Pooled Variance | 0.048556782 | |
Hypothesized Mean Difference | 0 | |
df | 58 | |
t Stat | -1.23032181 | |
P(T<=t) one-tail | 0.111771669 | |
t Critical one-tail | 1.671552763 | |
P(T<=t) two-tail | 0.223543337 | |
t Critical two-tail | 2.001717468 |
Anova: Single Factor | ||||||
SUMMARY | ||||||
Groups | Count | Sum | Average | Variance | ||
Sample 1 | 30 | 358.76 | 11.95867 | 0.048557 | ||
Sample 2 | 30 | 360.86 | 12.02867 | 0.048557 | ||
Sample 3 | 30 | 356.78 | 11.89267 | 0.043255 | ||
Sample 4 | 30 | 362.44 | 12.08133 | 0.042481 | ||
ANOVA | ||||||
Source of Variation | SS | df | MS | F | P-value | F crit |
Between Groups | 0.60876 | 3 | 0.20292 | 4.439068 | 0.005432 | 2.682809 |
Within Groups | 5.302627 | 116 | 0.045712 | |||
Total | 5.911387 | 119 |