Procedure: Logit / Probit / Weibull

UNISTAT statistical package extends Excel with Logit / Probit / Weibull support.

Sample output

Here we provide annotated example report output from the UNISTAT Excel add-in for data analysis.

Model selected: Logit
Valid Number of Cases: 16, 0 Omitted
Response Variable: Good
Subject Variable: Total

	Coefficient	Standard Error	Z-Statistic	1-Tail Probability	Lower 95%	Upper 95%
Constant	-1.4604	0.0964	-15.1490	0.0000	-1.6494	-1.2715
A	0.6498	0.1154	5.6298	0.0002	0.4236	0.8760
B	0.3101	0.1222	2.5377	0.0276	0.0706	0.5496
C	0.9806	0.1107	8.8560	0.0000	0.7636	1.1976
D	0.4204	0.1910	2.2011	0.0500	0.0461	0.7946

Row	Observed Responses	Expected Responses	Residuals	Probability
1	84.0000	89.8673	-5.8673	0.1884
2	75.0000	71.0915	3.9085	0.3078
3	13.0000	15.1470	-2.1470	0.2404
4	35.0000	35.4771	-0.4771	0.3774
5	67.0000	57.3442	9.6558	0.3823
6	201.0000	205.0245	-4.0245	0.5424
7	16.0000	14.6455	1.3545	0.4577
8	102.0000	104.4028	-2.4028	0.6178
9	2.0000	3.1336	-1.1336	0.2611
10	7.0000	5.2474	1.7526	0.4036
11	4.0000	2.2764	1.7236	0.3252
12	8.0000	5.7596	2.2404	0.4800
13	3.0000	5.3365	-2.3365	0.4851
14	27.0000	28.9549	-1.9549	0.6434
15	1.0000	2.2493	-1.2493	0.5623
16	23.0000	22.0422	0.9578	0.7110

	Constant	A	B	C	D
Constant	1.0000	-0.5095	-0.1961	-0.3929	-0.0716
A	-0.5095	1.0000	-0.1534	-0.2952	-0.0430
B	-0.1961	-0.1534	1.0000	-0.0014	-0.0810
C	-0.3929	-0.2952	-0.0014	1.0000	-0.0569
D	-0.0716	-0.0430	-0.0810	-0.0569	1.0000

	Constant	A	B	C	D
Constant	0.0093	-0.0057	-0.0023	-0.0042	-0.0013
A	-0.0057	0.0133	-0.0022	-0.0038	-0.0009
B	-0.0023	-0.0022	0.0149	-0.0000	-0.0019
C	-0.0042	-0.0038	-0.0000	0.0123	-0.0012
D	-0.0013	-0.0009	-0.0019	-0.0012	0.0365

Model selected: Probit
Valid Number of Cases: 16, 0 Omitted
Response Variable: Good
Subject Variable: Total

	Coefficient	Standard Error	Z-Statistic	1-Tail Probability	Lower 95%	Upper 95%
Constant	-0.8933	0.0561	-15.9286	0.0000	-1.0032	-0.7833
A	0.3963	0.0698	5.6740	0.0001	0.2594	0.5332
B	0.1890	0.0749	2.5238	0.0283	0.0422	0.3359
C	0.6027	0.0675	8.9292	0.0000	0.4704	0.7350
D	0.2584	0.1169	2.2106	0.0492	0.0293	0.4876

Model selected: Weibull
Valid Number of Cases: 16, 0 Omitted
Response Variable: Good
Subject Variable: Total

	Coefficient	Standard Error	Z-Statistic	1-Tail Probability	Lower 95%	Upper 95%
Constant	-1.5228	0.0821	-18.5421	0.0000	-1.6838	-1.3619
A	0.5113	0.0937	5.4590	0.0002	0.3277	0.6949
B	0.2301	0.0880	2.6139	0.0241	0.0576	0.4027
C	0.7574	0.0886	8.5528	0.0000	0.5839	0.9310
D	0.2878	0.1286	2.2388	0.0468	0.0358	0.5398