Central Tendency - Ungrouped Data
Measure	Value	S.E.	Value/S.E.
Arithmetic Mean	10.5709615384615	0.647456872523584	16.3268967974025
Geometric Mean	NaN
Harmonic Mean	3.32858959136114
Quadratic Mean	12.4468015662968
Winsorized Mean ( 1 / 34 )	10.5793269230769	0.644312615533142	16.4195557684727
Winsorized Mean ( 2 / 34 )	10.5797115384615	0.642224555509969	16.4735394305510
Winsorized Mean ( 3 / 34 )	10.5436538461538	0.628725387967167	16.7698872161728
Winsorized Mean ( 4 / 34 )	10.5536538461538	0.624621633905817	16.8960747967708
Winsorized Mean ( 5 / 34 )	10.6243269230769	0.606214206375013	17.5256977011597
Winsorized Mean ( 6 / 34 )	10.6243269230769	0.602559077150732	17.6320087539221
Winsorized Mean ( 7 / 34 )	10.6761538461538	0.588039700267419	18.1554984149858
Winsorized Mean ( 8 / 34 )	10.7023076923077	0.582366124563412	18.3772840501858
Winsorized Mean ( 9 / 34 )	10.6945192307692	0.581267059380223	18.398632879992
Winsorized Mean ( 10 / 34 )	10.7002884615385	0.578413617133655	18.4993716340290
Winsorized Mean ( 11 / 34 )	10.6918269230769	0.568076934374752	18.8210896730824
Winsorized Mean ( 12 / 34 )	10.6802884615385	0.564543995311678	18.9184342588606
Winsorized Mean ( 13 / 34 )	10.6765384615385	0.560154907780035	19.0599748627588
Winsorized Mean ( 14 / 34 )	10.6913461538462	0.555323077379809	19.2524794832791
Winsorized Mean ( 15 / 34 )	10.7	0.539692797716806	19.8260937430828
Winsorized Mean ( 16 / 34 )	10.5938461538462	0.5160451539983	20.5289131615042
Winsorized Mean ( 17 / 34 )	10.5922115384615	0.512406150111749	20.6715152348416
Winsorized Mean ( 18 / 34 )	10.5991346153846	0.510055608241346	20.7803510913841
Winsorized Mean ( 19 / 34 )	10.6959615384615	0.488942720117056	21.8756944287888
Winsorized Mean ( 20 / 34 )	10.6767307692308	0.481755398952089	22.1621403568174
Winsorized Mean ( 21 / 34 )	10.6949038461538	0.478256612618086	22.3622707224214
Winsorized Mean ( 22 / 34 )	10.7181730769231	0.467118204324648	22.9453122950308
Winsorized Mean ( 23 / 34 )	10.7026923076923	0.459790764643121	23.2773103130931
Winsorized Mean ( 24 / 34 )	10.8434615384615	0.439589516101946	24.6672432832698
Winsorized Mean ( 25 / 34 )	10.9444230769231	0.424994263171822	25.7519313207725
Winsorized Mean ( 26 / 34 )	11.0094230769231	0.415709391866772	26.4834600620508
Winsorized Mean ( 27 / 34 )	11.0639423076923	0.407796438639718	27.1310420086016
Winsorized Mean ( 28 / 34 )	11.0424038461538	0.388523480220250	28.421458182898
Winsorized Mean ( 29 / 34 )	11.0675	0.380895277810976	29.0565429521875
Winsorized Mean ( 30 / 34 )	10.9117307692308	0.35762491987302	30.5116622552621
Winsorized Mean ( 31 / 34 )	10.9504807692308	0.35227817664171	31.0847548764513
Winsorized Mean ( 32 / 34 )	10.9504807692308	0.31972377045112	34.2498174401609
Winsorized Mean ( 33 / 34 )	10.9822115384615	0.310953475886661	35.3178606772173
Winsorized Mean ( 34 / 34 )	10.8972115384615	0.294364210778427	37.0194851800922
Trimmed Mean ( 1 / 34 )	10.5995098039216	0.631580148771698	16.7825252654561
Trimmed Mean ( 2 / 34 )	10.6205	0.617239592578493	17.2064464556353
Trimmed Mean ( 3 / 34 )	10.6421428571429	0.602295529014608	17.6693040948752
Trimmed Mean ( 4 / 34 )	10.6777083333333	0.591045599644324	18.0657944831311
Trimmed Mean ( 5 / 34 )	10.7120212765957	0.579632129958904	18.4807237606984
Trimmed Mean ( 6 / 34 )	10.7318478260870	0.571769429231924	18.769537644752
Trimmed Mean ( 7 / 34 )	10.7525555555556	0.563638761274687	19.0770335440350
Trimmed Mean ( 8 / 34 )	10.7654545454545	0.557432067288807	19.3125856533778
Trimmed Mean ( 9 / 34 )	10.775	0.5513495381965	19.5429564251486
Trimmed Mean ( 10 / 34 )	10.7860714285714	0.544467980728305	19.8102952062369
Trimmed Mean ( 11 / 34 )	10.7969512195122	0.536955509499348	20.1077203390262
Trimmed Mean ( 12 / 34 )	10.809375	0.529918800316423	20.3981723115797
Trimmed Mean ( 13 / 34 )	10.8237179487179	0.522229336740408	20.7259860510254
Trimmed Mean ( 14 / 34 )	10.8392105263158	0.513883486117024	21.0927395394983
Trimmed Mean ( 15 / 34 )	10.8392105263158	0.504811170260822	21.4718119662754
Trimmed Mean ( 16 / 34 )	10.8688888888889	0.496506676012856	21.8907205360668
Trimmed Mean ( 17 / 34 )	10.8944285714286	0.490096607526176	22.2291450381988
Trimmed Mean ( 18 / 34 )	10.9216176470588	0.482878750901935	22.6177226201383
Trimmed Mean ( 19 / 34 )	10.9498484848485	0.47449492187193	23.0768507314056
Trimmed Mean ( 20 / 34 )	10.9715625	0.467586265423397	23.4642531470964
Trimmed Mean ( 21 / 34 )	10.9962903225806	0.460159091994913	23.8967142318297
Trimmed Mean ( 22 / 34 )	11.0211666666667	0.451550567249591	24.4073808472813
Trimmed Mean ( 23 / 34 )	11.0458620689655	0.442691202960518	24.9516186341536
Trimmed Mean ( 24 / 34 )	11.0735714285714	0.432835743759763	25.5837730321958
Trimmed Mean ( 25 / 34 )	11.0920370370370	0.424022728880471	26.1590624312118
Trimmed Mean ( 26 / 34 )	11.1038461538462	0.415420624381905	26.7291643749448
Trimmed Mean ( 27 / 34 )	11.1114	0.406092179140628	27.361768019059
Trimmed Mean ( 28 / 34 )	11.1152083333333	0.395570105412928	28.0992122034358
Trimmed Mean ( 29 / 34 )	11.1210869565217	0.385639593986828	28.8380320120905
Trimmed Mean ( 30 / 34 )	11.1210869565217	0.374151818027019	29.7234609607554
Trimmed Mean ( 31 / 34 )	11.1430952380952	0.363754375924322	30.6335702760413
Trimmed Mean ( 32 / 34 )	11.15925	0.350990245225690	31.7936186312657
Trimmed Mean ( 33 / 34 )	11.1771052631579	0.341338239055693	32.7449549575201
Trimmed Mean ( 34 / 34 )	11.1941666666667	0.330058526556096	33.9157021134073
Median	11.385
Midrange	9.115
Midmean - Weighted Average at Xnp	10.9973584905660
Midmean - Weighted Average at X(n+1)p	11.1038461538462
Midmean - Empirical Distribution Function	10.9973584905660
Midmean - Empirical Distribution Function - Averaging	11.1038461538462
Midmean - Empirical Distribution Function - Interpolation	11.1038461538462
Midmean - Closest Observation	10.9973584905660
Midmean - True Basic - Statistics Graphics Toolkit	11.1038461538462
Midmean - MS Excel (old versions)	11.0920370370370
Number of observations	104

Variability - Ungrouped Data
Absolute range	27.45
Relative range (unbiased)	4.1573332047279
Relative range (biased)	4.17746568666234
Variance (unbiased)	43.5968417849141
Variance (biased)	43.1776413831361
Standard Deviation (unbiased)	6.60279045441502
Standard Deviation (biased)	6.57096959231559
Coefficient of Variation (unbiased)	0.624615881004896
Coefficient of Variation (biased)	0.621605666467301
Mean Squared Error (MSE versus 0)	154.922869230769
Mean Squared Error (MSE versus Mean)	43.1776413831361
Mean Absolute Deviation from Mean (MAD Mean)	5.5078476331361
Mean Absolute Deviation from Median (MAD Median)	5.49442307692308
Median Absolute Deviation from Mean	5.50903846153846
Median Absolute Deviation from Median	4.975
Mean Squared Deviation from Mean	43.1776413831361
Mean Squared Deviation from Median	43.8403
Interquartile Difference (Weighted Average at Xnp)	10.63
Interquartile Difference (Weighted Average at X(n+1)p)	10.575
Interquartile Difference (Empirical Distribution Function)	10.63
Interquartile Difference (Empirical Distribution Function - Averaging)	10.5
Interquartile Difference (Empirical Distribution Function - Interpolation)	10.425
Interquartile Difference (Closest Observation)	10.63
Interquartile Difference (True Basic - Statistics Graphics Toolkit)	10.425
Interquartile Difference (MS Excel (old versions))	10.65
Semi Interquartile Difference (Weighted Average at Xnp)	5.315
Semi Interquartile Difference (Weighted Average at X(n+1)p)	5.2875
Semi Interquartile Difference (Empirical Distribution Function)	5.315
Semi Interquartile Difference (Empirical Distribution Function - Averaging)	5.25
Semi Interquartile Difference (Empirical Distribution Function - Interpolation)	5.2125
Semi Interquartile Difference (Closest Observation)	5.315
Semi Interquartile Difference (True Basic - Statistics Graphics Toolkit)	5.2125
Semi Interquartile Difference (MS Excel (old versions))	5.325
Coefficient of Quartile Variation (Weighted Average at Xnp)	0.493271461716937
Coefficient of Quartile Variation (Weighted Average at X(n+1)p)	0.488791310376705
Coefficient of Quartile Variation (Empirical Distribution Function)	0.493271461716937
Coefficient of Quartile Variation (Empirical Distribution Function - Averaging)	0.483870967741935
Coefficient of Quartile Variation (Empirical Distribution Function - Interpolation)	0.478980013783597
Coefficient of Quartile Variation (Closest Observation)	0.493271461716937
Coefficient of Quartile Variation (True Basic - Statistics Graphics Toolkit)	0.478980013783597
Coefficient of Quartile Variation (MS Excel (old versions))	0.493741307371349
Number of all Pairs of Observations	5356
Squared Differences between all Pairs of Observations	87.1936835698284
Mean Absolute Differences between all Pairs of Observations	7.58608663181479
Gini Mean Difference	7.58608663181478
Leik Measure of Dispersion	0.374475675345345
Index of Diversity	0.986669292263613
Index of Qualitative Variation	0.996248605780735
Coefficient of Dispersion	0.483781083279411
Observations	104

Percentiles - Ungrouped Data
p	Weighted Average at Xnp	Weighted Average at X(n+1)p	Empirical Distribution Function	Empirical Distribution Function - Averaging	Empirical Distribution Function - Interpolation	Closest Observation	True Basic - Statistics Graphics Toolkit	MS Excel (old versions)
0.01	-4.5616	-4.5495	-3.4	-3.4	-3.3913	-4.61	-3.4605	-4.61
0.02	-3.3768	-3.371	-3.11	-3.11	-3.0668	-3.4	-3.139	-3.4
0.03	-3.0236	-3.002	-2.39	-2.39	-2.3522	-3.11	-2.498	-3.11
0.04	-2.3228	-2.306	-1.97	-1.97	-1.7528	-2.39	-2.054	-2.39
0.05	-1.608	-1.5175	-0.16	-0.16	-0.13	-1.97	-0.6125	-1.97
0.06	-0.112	-0.1	0.04	0.04	0.2308	-0.16	-0.02	-0.16
0.07	0.3368	0.411	1.1	1.1	1.1861	0.04	0.729	0.04
0.08	1.2312	1.264	1.51	1.51	1.51	1.1	1.346	1.1
0.09	1.51	1.51	1.51	1.51	1.5451	1.51	1.51	1.51
0.1	1.562	1.575	1.64	1.64	1.73	1.51	1.575	1.575
0.11	1.772	1.805	1.94	1.94	1.9598	1.64	1.775	1.94
0.12	1.9688	1.976	2	2	2.0396	1.94	1.964	2
0.13	2.0572	2.0715	2.11	2.11	2.1802	2.11	2.0385	2.11
0.14	2.2108	2.236	2.29	2.29	2.4664	2.29	2.164	2.29
0.15	2.542	2.605	2.71	2.71	2.8225	2.71	2.395	2.71
0.16	2.87	2.91	2.96	2.96	2.9984	2.96	2.76	2.96
0.17	3.0144	3.028	3.04	3.04	3.0757	3.04	2.972	3.04
0.18	3.0904	3.103	3.11	3.11	3.4826	3.11	3.047	3.11
0.19	3.6344	3.7655	3.8	3.8	3.857	3.8	3.1445	3.8
0.2	3.88	3.9	3.9	3.9	3.966	3.9	3.9	3.9
0.21	3.9924	4.023	4.01	4.01	4.1738	4.01	4.257	4.01
0.22	4.2388	4.28	4.27	4.27	4.336	4.27	4.36	4.27
0.23	4.362	4.466	4.37	4.37	4.8116	4.37	4.914	4.37
0.24	4.9844	5.1	5.01	5.01	5.334	5.01	5.37	5.01
0.25	5.46	5.53	5.46	5.6	5.67	5.46	5.67	5.46
0.26	5.7492	5.809	5.97	5.97	5.9194	5.74	5.901	5.74
0.27	5.9908	6.061	6.23	6.23	6.1806	5.97	6.139	5.97
0.28	6.2492	6.294	6.39	6.39	6.3644	6.23	6.326	6.23
0.29	6.4028	6.426	6.47	6.47	6.4596	6.39	6.434	6.39
0.3	6.498	6.54	6.61	6.61	6.596	6.47	6.54	6.54
0.31	6.7204	6.863	7.07	7.07	7.0378	6.61	6.817	7.07
0.32	7.1176	7.172	7.24	7.24	7.2332	7.07	7.138	7.24
0.33	7.272	7.305	7.34	7.34	7.339	7.24	7.275	7.34
0.34	7.448	7.55	7.64	7.64	7.649	7.34	7.43	7.64
0.35	7.82	7.9775	8.09	8.09	8.101	7.64	7.7525	8.09
0.36	8.1868	8.266	8.31	8.31	8.3116	8.09	8.134	8.31
0.37	8.3196	8.327	8.33	8.33	8.4323	8.31	8.313	8.33
0.38	8.8136	9.167	9.26	9.26	9.2978	9.26	8.423	9.26
0.39	9.4112	9.5165	9.53	9.53	9.5402	9.53	9.2735	9.53
0.4	9.566	9.59	9.59	9.59	9.614	9.59	9.59	9.59
0.41	9.6668	9.7115	9.71	9.71	9.7169	9.71	9.7385	9.71
0.42	9.7304	9.773	9.74	9.74	9.8258	9.74	10.037	9.74
0.43	9.9776	10.0805	10.07	10.07	10.0903	10.07	10.1295	10.07
0.44	10.1232	10.152	10.14	10.14	10.1592	10.14	10.188	10.14
0.45	10.188	10.225	10.2	10.2	10.235	10.2	10.275	10.2
0.46	10.284	10.357	10.3	10.3	10.3722	10.3	10.433	10.3
0.47	10.4672	10.5075	10.49	10.49	10.5105	10.49	10.5225	10.49
0.48	10.536	10.62	10.54	10.54	10.628	10.54	10.66	10.54
0.49	10.732	10.902	10.74	10.74	10.9092	10.74	10.938	10.74
0.5	11.1	11.385	11.1	11.385	11.385	11.1	11.385	11.385
0.51	11.6752	11.7415	11.8	11.8	11.7389	11.67	11.7285	11.8
0.52	11.8136	11.902	11.97	11.97	11.8952	11.8	11.868	11.97
0.53	11.9736	11.9895	12	12	11.9877	11.97	11.9805	12
0.54	12.0016	12.007	12.01	12.01	12.0062	12	12.003	12.01
0.55	12.016	12.0325	12.04	12.04	12.0295	12.01	12.0175	12.04
0.56	12.0448	12.056	12.06	12.06	12.0536	12.04	12.044	12.06
0.57	12.2196	12.5445	12.63	12.63	12.4647	12.06	12.1455	12.63
0.58	12.694	12.81	12.83	12.83	12.778	12.63	12.65	12.83
0.59	12.8408	12.8585	12.86	12.86	12.8531	12.83	12.8315	12.86
0.6	12.904	12.97	12.97	12.97	12.948	12.86	12.97	12.97
0.61	13.1636	13.4175	13.41	13.41	13.3352	12.97	13.5525	13.41
0.62	13.482	13.587	13.56	13.56	13.539	13.41	13.803	13.56
0.63	13.7004	13.845	13.83	13.83	13.8003	13.83	13.915	13.83
0.64	13.886	13.958	13.93	13.93	13.922	13.93	14.042	13.93
0.65	14.014	14.075	14.07	14.07	14.063	14.07	14.085	14.07
0.66	14.0828	14.105	14.09	14.09	14.0896	14.09	14.125	14.09
0.67	14.124	14.266	14.14	14.14	14.1436	14.14	14.374	14.14
0.68	14.3992	14.528	14.5	14.5	14.5028	14.5	14.542	14.5
0.69	14.5532	14.777	14.57	14.57	14.6022	14.57	14.823	14.57
0.7	14.938	15.035	15.03	15.03	15.031	15.03	15.035	15.035
0.71	15.0384	15.381	15.04	15.04	15.1206	15.04	15.319	15.66
0.72	15.5856	15.702	15.66	15.66	15.6712	15.66	15.688	15.73
0.73	15.7244	15.951	15.73	15.73	15.7946	15.73	15.849	16.07
0.74	16.0564	16.084	16.07	16.07	16.0744	16.07	16.076	16.09
0.75	16.09	16.105	16.09	16.1	16.095	16.09	16.095	16.11
0.76	16.1112	16.134	16.14	16.14	16.1184	16.11	16.116	16.14
0.77	16.1424	16.1655	16.17	16.17	16.1493	16.14	16.1445	16.17
0.78	16.1904	16.323	16.34	16.34	16.2278	16.17	16.187	16.34
0.79	16.364	16.4825	16.49	16.49	16.3955	16.34	16.3475	16.49
0.8	16.494	16.51	16.51	16.51	16.498	16.49	16.51	16.51
0.81	16.558	16.718	16.71	16.71	16.596	16.51	16.862	16.71
0.82	16.7548	16.873	16.87	16.87	16.7836	16.71	16.897	16.87
0.83	16.8796	16.9135	16.9	16.9	16.8847	16.87	16.9765	16.9
0.84	16.9324	17.178	16.99	16.99	16.9468	16.9	17.742	16.99
0.85	17.366	18.02	17.93	17.93	17.507	16.99	18.2	17.93
0.86	18.0884	18.311	18.29	18.29	18.1388	17.93	18.339	18.29
0.87	18.3236	18.409	18.36	18.36	18.3327	18.29	18.451	18.36
0.88	18.4328	18.564	18.5	18.5	18.4496	18.5	18.596	18.5
0.89	18.5896	18.831	18.66	18.66	18.6072	18.66	18.869	18.66
0.9	18.888	19.075	19.04	19.04	18.926	19.04	19.075	19.075
0.91	19.0848	19.1595	19.11	19.11	19.0911	19.11	19.1505	19.2
0.92	19.1712	19.242	19.2	19.2	19.1784	19.2	19.228	19.27
0.93	19.2504	19.4585	19.27	19.27	19.2553	19.27	19.3715	19.56
0.94	19.4904	19.7	19.56	19.56	19.5078	19.56	19.62	19.76
0.95	19.72	20.015	19.76	19.76	19.73	19.76	19.845	20.1
0.96	20.0456	20.228	20.1	20.1	20.0592	20.1	20.132	20.26
0.97	20.2408	21.9345	20.26	20.26	20.2456	20.26	20.5555	22.23
0.98	22.0724	22.473	22.23	22.23	22.1118	22.23	22.257	22.5
0.99	22.4892	22.823	22.5	22.5	22.4919	22.5	22.517	22.84

Frequency Table (Histogram)
Bins	Midpoint	Abs. Frequency	Rel. Frequency	Cumul. Rel. Freq.	Density
[-5,0[	-2.5	6	0.057692	0.057692	0.011538
[0,5[	2.5	18	0.173077	0.230769	0.034615
[5,10[	7.5	20	0.192308	0.423077	0.038462
[10,15[	12.5	28	0.269231	0.692308	0.053846
[15,20[	17.5	27	0.259615	0.951923	0.051923
[20,25]	22.5	5	0.048077	1	0.009615

Properties of Density Trace
Bandwidth	2.3472716655934
#Observations	104