>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 5)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 6)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 7)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 8)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 9)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 10)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 11)





>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 13)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 14)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 15)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 16)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 17)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 18)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 19)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 20)





>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 21)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 22)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 23)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 24)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 25)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 26)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 27)


>Warning.  Command name: GET DATA
>(2111) Encountered a String type value in a column not of that type.  Value
>will be mapped to the system missing value.
>* (Row# 193, Column# 28)

Logistic Regression

**Notes**
Output Created		27-MAR-2003 15:42:07
Comments
Input	Data	D:\Raw Data\Sceloporus undulatus\DFA_LR_data.sav
	Filter	<none>
	Weight	<none>
	Split File	<none>
	N of Rows in Working Data File	952
Missing Value Handling	Definition of Missing	User-defined missing values are treated as missing
Syntax		LOGISTIC REGRESSION VAR=status_n /METHOD=FSTEP(LR) dist_for dist_non dist_roa dist_wet elevatio slope aspect_t tc so rv rcl rca pc nv ns hc bf am ac ndist nfor nnonf nwet perc_for perc_fie perc_wet /SAVE PRED PGROUP /CLASSPLOT /CASEWISE /PRINT=GOODFIT /CRITERIA PIN(.05) POUT(.10) ITERATE(20) CUT(.5) .
Variables Created or Modified	PRE_1	Predicted probability
Variables Created or Modified	PGR_1	Predicted group
Resources	Elapsed Time	0:00:00.55

**Case Processing Summary**
Unweighted Cases(a)		N	Percent
Selected Cases	Included in Analysis	952	100.0
	Missing Cases	0	.0
	Total	952	100.0
Unselected Cases		0	.0
Total		952	100.0
a If weight is in effect, see classification table for the total number of cases.

**Dependent Variable Encoding**
Original Value	Internal Value
0	0
1	1

Block 0: Beginning Block

**Classification Table(a,b)**
			Predicted
			STATUS_N		Percentage Correct
	Observed		0	1	Percentage Correct
Step 0	STATUS_N	0	911	0	100.0
	STATUS_N	1	41	0	.0
	Overall Percentage				95.7
a Constant is included in the model.
b The cut value is .500

**Variables in the Equation**
		B	S.E.	Wald	df	Sig.	Exp(B)
Step 0	Constant	-3.101	.160	377.278	1	.000	.045

**Variables not in the Equation(a)**
			Score	df	Sig.
Step 0	Variables	DIST_FOR	3.499	1	.061
		DIST_NON	1.567	1	.211
		DIST_ROA	.042	1	.838
		DIST_WET	1.066	1	.302
		ELEVATIO	2.692	1	.101
		SLOPE	.342	1	.558
		ASPECT_T	1.088	1	.297
		TC	.244	1	.622
		SO	.468	1	.494
		RV	.371	1	.542
		RCL	.081	1	.776
		RCA	.780	1	.377
		PC	1.286	1	.257
		NV	.084	1	.772
		NS	1.222	1	.269
		HC	.024	1	.876
		BF	1.287	1	.257
		AM	.921	1	.337
		AC	.232	1	.630
		NDIST	2.714	1	.099
		NFOR	4.739	1	.029
		NNONF	2.609	1	.106
		NWET	.533	1	.466
		PERC_FOR	2.708	1	.100
		PERC_FIE	2.209	1	.137
		PERC_WET	.947	1	.330
a Residual Chi-Squares are not computed because of redundancies.

Block 1: Method = Forward Stepwise (Likelihood Ratio)

**Omnibus Tests of Model Coefficients**
		Chi-square	df	Sig.
Step 1	Step	5.246	1	.022
	Block	5.246	1	.022
	Model	5.246	1	.022
Step 2	Step	4.586	1	.032
	Block	9.832	2	.007
	Model	9.832	2	.007

**Model Summary**
Step	-2 Log likelihood	Cox & Snell R Square	Nagelkerke R Square
1	332.852	.005	.018
2	328.266	.010	.034

**Hosmer and Lemeshow Test**
Step	Chi-square	df	Sig.
1	7.132	7	.415
2	12.688	8	.123

**Contingency Table for Hosmer and Lemeshow Test**
		STATUS_N = 0		STATUS_N = 1		Total
		Observed	Expected	Observed	Expected	Total
Step 1	1	89	89.345	2	1.655	91
	2	97	94.595	0	2.405	97
	3	94	95.970	5	3.030	99
	4	92	92.585	4	3.415	96
	5	89	89.117	4	3.883	93
	6	98	95.227	2	4.773	100
	7	77	79.466	7	4.534	84
	8	73	72.533	4	4.467	77
	9	202	202.158	13	12.842	215
Step 2	1	94	93.729	1	1.271	95
	2	94	92.925	1	2.075	95
	3	93	91.466	1	2.534	94
	4	91	92.004	4	2.996	95
	5	92	92.373	4	3.627	96
	6	86	90.922	9	4.078	95
	7	93	91.268	3	4.732	96
	8	88	89.571	7	5.429	95
	9	93	88.644	2	6.356	95
	10	87	88.090	9	7.910	96

**Classification Table(a)**
			Predicted
			STATUS_N		Percentage Correct
	Observed		0	1	Percentage Correct
Step 1	STATUS_N	0	911	0	100.0
	STATUS_N	1	41	0	.0
	Overall Percentage				95.7
Step 2	STATUS_N	0	911	0	100.0
	STATUS_N	1	41	0	.0
	Overall Percentage				95.7
a The cut value is .500

**Variables in the Equation**
		B	S.E.	Wald	df	Sig.	Exp(B)
Step 1(a)	NFOR	1.544	.721	4.582	1	.032	4.683
Step 1(a)	Constant	-4.300	.611	49.586	1	.000	.014
Step 2(b)	NS	.000	.000	4.061	1	.044	1.000
	NFOR	2.124	.785	7.321	1	.007	8.364
	Constant	-4.280	.623	47.189	1	.000	.014
a Variable(s) entered on step 1: NFOR.
b Variable(s) entered on step 2: NS.

**Model if Term Removed**
Variable		Model Log Likelihood	Change in -2 Log Likelihood	df	Sig. of the Change
Step 1	NFOR	-169.049	5.246	1	.022
Step 2	NS	-166.426	4.586	1	.032
Step 2	NFOR	-168.404	8.543	1	.003

**Variables not in the Equation(a)**
			Score	df	Sig.
Step 1	Variables	DIST_FOR	1.605	1	.205
		DIST_NON	.586	1	.444
		DIST_ROA	.005	1	.944
		DIST_WET	.028	1	.866
		ELEVATIO	1.823	1	.177
		SLOPE	.095	1	.757
		ASPECT_T	.806	1	.369
		TC	.130	1	.719
		SO	2.288	1	.130
		RV	2.705	1	.100
		RCL	.002	1	.961
		RCA	2.009	1	.156
		PC	1.711	1	.191
		NV	.134	1	.715
		NS	4.154	1	.042
		HC	.038	1	.844
		BF	2.213	1	.137
		AM	1.225	1	.268
		AC	1.256	1	.262
		NDIST	.777	1	.378
		NNONF	.989	1	.320
		NWET	1.925	1	.165
		PERC_FOR	.520	1	.471
		PERC_FIE	1.175	1	.278
		PERC_WET	.034	1	.853
Step 2	Variables	DIST_FOR	1.457	1	.227
		DIST_NON	1.197	1	.274
		DIST_ROA	.112	1	.738
		DIST_WET	.034	1	.854
		ELEVATIO	.714	1	.398
		SLOPE	.340	1	.560
		ASPECT_T	.825	1	.364
		TC	.107	1	.744
		SO	.933	1	.334
		RV	.020	1	.887
		RCL	.166	1	.684
		RCA	.459	1	.498
		PC	1.172	1	.279
		NV	.008	1	.928
		HC	.026	1	.871
		BF	1.676	1	.195
		AM	1.716	1	.190
		AC	.019	1	.889
		NDIST	.996	1	.318
		NNONF	.715	1	.398
		NWET	2.249	1	.134
		PERC_FOR	.519	1	.471
		PERC_FIE	1.174	1	.279
		PERC_WET	.016	1	.899
a Residual Chi-Squares are not computed because of redundancies.

             Step number: 1




             Observed Groups and Predicted Probabilities

     400 ô   1                                                        ô
         ó   0                                                        ó
         ó   0                                                        ó
F        ó   0                                                        ó
R    300 ô   0                                                        ô
E        ó  10                                                        ó
Q        ó 000                                                        ó
U        ó 000                                                        ó
E    200 ô 000                                                        ô
N        ó 000                                                        ó
C        ó 000                                                        ó
Y        ó 000                                                        ó
     100 ô 000                                                        ô
         ó 000                                                        ó
         ó 000                                                        ó
         ó0000                                                        ó
Predicted òòòòòòòòòòòòòòôòòòòòòòòòòòòòòôòòòòòòòòòòòòòòôòòòòòòòòòòòòòòò
  Prob:   0            .25            .5             .75             1
  Group:  000000000000000000000000000000111111111111111111111111111111

          Predicted Probability is of Membership for 1
          The Cut Value is .50
          Symbols: 0 - 0
                   1 - 1
          Each Symbol Represents 25 Cases.





             Step number: 2

             Observed Groups and Predicted Probabilities

     320 ô                                                            ô
         ó                                                            ó
         ó 0                                                          ó
F        ó 01                                                         ó
R    240 ô 00                                                         ô
E        ó 00                                                         ó
Q        ó 001                                                        ó
U        ó 000                                                        ó
E    160 ô 000                                                        ô
N        ó 000                                                        ó
C        ó 000                                                        ó
Y        ó 0000                                                       ó
      80 ô00000                                                       ô
         ó00000                                                       ó
         ó000000                                                      ó
         ó000000                                                      ó
Predicted òòòòòòòòòòòòòòôòòòòòòòòòòòòòòôòòòòòòòòòòòòòòôòòòòòòòòòòòòòòò
  Prob:   0            .25            .5             .75             1
  Group:  000000000000000000000000000000111111111111111111111111111111

          Predicted Probability is of Membership for 1
          The Cut Value is .50
          Symbols: 0 - 0
                   1 - 1
          Each Symbol Represents 20 Cases.

**Casewise List**
	Selected Status(a)	Observed	Predicted	Predicted Group	Temporary Variable
Case	Selected Status(a)	STATUS_N	Predicted	Predicted Group	Resid	ZResid
1	S	0	.054	0	-.054	-.240
2	S	0	.025	0	-.025	-.159
3	S	0	.023	0	-.023	-.153
4	S	0	.034	0	-.034	-.186
5	S	0	.025	0	-.025	-.160
6	S	0	.029	0	-.029	-.174
7	S	0	.029	0	-.029	-.174
8	S	0	.038	0	-.038	-.199
9	S	0	.029	0	-.029	-.174
10	S	0	.042	0	-.042	-.209
11	S	0	.040	0	-.040	-.203
12	S	0	.038	0	-.038	-.199
13	S	0	.029	0	-.029	-.174
14	S	0	.035	0	-.035	-.190
15	S	0	.058	0	-.058	-.248
16	S	0	.053	0	-.053	-.236
17	S	0	.048	0	-.048	-.225
18	S	0	.063	0	-.063	-.260
19	S	0	.053	0	-.053	-.236
20	S	0	.055	0	-.055	-.241
21	S	0	.059	0	-.059	-.250
22	S	0	.044	0	-.044	-.215
23	S	0	.040	0	-.040	-.205
24	S	0	.056	0	-.056	-.244
25	S	0	.070	0	-.070	-.274
26	S	0	.072	0	-.072	-.278
27	S	0	.015	0	-.015	-.123
28	S	0	.020	0	-.020	-.144
29	S	0	.026	0	-.026	-.165
30	S	0	.050	0	-.050	-.230
31	S	0	.027	0	-.027	-.168
32	S	0	.030	0	-.030	-.176
33	S	0	.044	0	-.044	-.215
34	S	0	.037	0	-.037	-.196
35	S	0	.021	0	-.021	-.146
36	S	0	.051	0	-.051	-.231
37	S	0	.066	0	-.066	-.266
38	S	0	.049	0	-.049	-.226
39	S	0	.027	0	-.027	-.166
40	S	0	.083	0	-.083	-.300
41	S	0	.061	0	-.061	-.255
42	S	0	.027	0	-.027	-.166
43	S	0	.063	0	-.063	-.259
44	S	0	.037	0	-.037	-.195
45	S	0	.043	0	-.043	-.212
46	S	0	.038	0	-.038	-.197
47	S	0	.046	0	-.046	-.219
48	S	0	.077	0	-.077	-.289
49	S	0	.032	0	-.032	-.183
50	S	0	.085	0	-.085	-.304
51	S	0	.074	0	-.074	-.283
52	S	0	.072	0	-.072	-.279
53	S	0	.048	0	-.048	-.225
54	S	0	.080	0	-.080	-.295
55	S	0	.071	0	-.071	-.276
56	S	0	.038	0	-.038	-.199
57	S	0	.097	0	-.097	-.329
58	S	0	.044	0	-.044	-.214
59	S	0	.082	0	-.082	-.300
60	S	0	.030	0	-.030	-.176
61	S	0	.040	0	-.040	-.204
62	S	0	.041	0	-.041	-.208
63	S	0	.040	0	-.040	-.204
64	S	0	.027	0	-.027	-.165
65	S	0	.032	0	-.032	-.180
66	S	0	.027	0	-.027	-.165
67	S	0	.063	0	-.063	-.260
68	S	0	.052	0	-.052	-.234
69	S	0	.057	0	-.057	-.246
70	S	0	.058	0	-.058	-.248
71	S	0	.010	0	-.010	-.098
72	S	0	.051	0	-.051	-.231
73	S	0	.047	0	-.047	-.223
74	S	0	.041	0	-.041	-.208
75	S	0	.066	0	-.066	-.266
76	S	0	.041	0	-.041	-.206
77	S	0	.062	0	-.062	-.256
78	S	0	.057	0	-.057	-.245
79	S	0	.069	0	-.069	-.272
80	S	0	.050	0	-.050	-.230
81	S	0	.018	0	-.018	-.135
82	S	0	.063	0	-.063	-.259
83	S	0	.074	0	-.074	-.283
84	S	0	.057	0	-.057	-.245
85	S	0	.056	0	-.056	-.244
86	S	0	.063	0	-.063	-.258
87	S	0	.020	0	-.020	-.144
88	S	0	.087	0	-.087	-.308
89	S	0	.014	0	-.014	-.121
90	S	0	.057	0	-.057	-.246
91	S	0	.032	0	-.032	-.181
92	S	0	.060	0	-.060	-.253
93	S	0	.024	0	-.024	-.157
94	S	0	.051	0	-.051	-.231
95	S	0	.029	0	-.029	-.172
96	S	0	.020	0	-.020	-.144
97	S	0	.068	0	-.068	-.270
98	S	0	.051	0	-.051	-.231
99	S	0	.022	0	-.022	-.152
100	S	0	.027	0	-.027	-.167
101	S	0	.027	0	-.027	-.167
102	S	0	.030	0	-.030	-.176
103	S	0	.072	0	-.072	-.278
104	S	0	.058	0	-.058	-.248
105	S	0	.078	0	-.078	-.292
106	S	0	.075	0	-.075	-.284
107	S	0	.059	0	-.059	-.250
108	S	0	.040	0	-.040	-.203
109	S	0	.021	0	-.021	-.148
110	S	0	.083	0	-.083	-.300
111	S	0	.075	0	-.075	-.285
112	S	0	.084	0	-.084	-.303
113	S	0	.037	0	-.037	-.197
114	S	0	.042	0	-.042	-.210
115	S	0	.064	0	-.064	-.262
116	S	0	.014	0	-.014	-.117
117	S	0	.056	0	-.056	-.243
118	S	0	.084	0	-.084	-.303
119	S	0	.067	0	-.067	-.268
120	S	0	.082	0	-.082	-.298
121	S	0	.076	0	-.076	-.287
122	S	0	.030	0	-.030	-.176
123	S	0	.029	0	-.029	-.173
124	S	0	.039	0	-.039	-.200
125	S	0	.046	0	-.046	-.218
126	S	0	.072	0	-.072	-.278
127	S	0	.029	0	-.029	-.172
128	S	0	.026	0	-.026	-.162
129	S	0	.027	0	-.027	-.167
130	S	0	.033	0	-.033	-.186
131	S	0	.045	0	-.045	-.217
132	S	0	.037	0	-.037	-.197
133	S	0	.051	0	-.051	-.232
134	S	0	.050	0	-.050	-.230
135	S	0	.068	0	-.068	-.270
136	S	0	.029	0	-.029	-.172
137	S	0	.034	0	-.034	-.188
138	S	0	.037	0	-.037	-.196
139	S	0	.024	0	-.024	-.156
140	S	0	.023	0	-.023	-.153
141	S	0	.040	0	-.040	-.204
142	S	0	.071	0	-.071	-.276
143	S	0	.023	0	-.023	-.152
144	S	0	.038	0	-.038	-.199
145	S	0	.063	0	-.063	-.258
146	S	0	.025	0	-.025	-.161
147	S	0	.029	0	-.029	-.172
148	S	0	.026	0	-.026	-.162
149	S	0	.051	0	-.051	-.231
150	S	0	.031	0	-.031	-.178
151	S	0	.016	0	-.016	-.127
152	S	0	.070	0	-.070	-.274
153	S	0	.027	0	-.027	-.167
154	S	0	.063	0	-.063	-.259
155	S	0	.028	0	-.028	-.171
156	S	0	.022	0	-.022	-.149
157	S	0	.039	0	-.039	-.201
158	S	0	.059	0	-.059	-.250
159	S	0	.017	0	-.017	-.133
160	S	0	.047	0	-.047	-.221
161	S	0	.027	0	-.027	-.167
162	S	0	.033	0	-.033	-.184
163	S	0	.044	0	-.044	-.214
164	S	0	.074	0	-.074	-.283
165	S	0	.079	0	-.079	-.292
166	S	0	.021	0	-.021	-.148
167	S	0	.051	0	-.051	-.232
168	S	0	.068	0	-.068	-.270
169	S	0	.051	0	-.051	-.231
170	S	0	.040	0	-.040	-.205
171	S	0	.033	0	-.033	-.184
172	S	0	.075	0	-.075	-.284
173	S	0	.082	0	-.082	-.299
174	S	0	.013	0	-.013	-.114
175	S	0	.040	0	-.040	-.205
176	S	0	.024	0	-.024	-.156
177	S	0	.060	0	-.060	-.252
178	S	0	.040	0	-.040	-.204
179	S	0	.049	0	-.049	-.227
180	S	0	.067	0	-.067	-.268
181	S	0	.047	0	-.047	-.221
182	S	0	.030	0	-.030	-.177
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