>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# 165, Column# 39)


>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# 165, Column# 40)


>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# 165, Column# 41)


>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# 165, Column# 42)

Logistic Regression

**Notes**
Output Created		10-FEB-2003 13:43:54
Comments
Input	Data	C:\My Documents\Alison\SPSS\rclam.sav
	Filter	<none>
	Weight	<none>
	Split File	<none>
	N of Rows in Working Data File	831
Missing Value Handling	Definition of Missing	User-defined missing values are treated as missing
Syntax		LOGISTIC REGRESSION VAR=status /METHOD=FSTEP(LR) dist_roa dist_wet dist_for dist_non elevatio aspect_t slope for_perc wet_perc non_perc tc_dist so_dist rv_dist rcat_dis pc_dist nv_dist ns_dist hc_dist bf_dist am_dist ac_dist nwet nnonfor nfor ndist /SAVE PRED /CLASSPLOT /CASEWISE /PRINT=GOODFIT SUMMARY /CRITERIA PIN(.05) POUT(.10) ITERATE(20) CUT(.5) .
Variables Created or Modified	PRE_1	Predicted probability
Resources	Elapsed Time	0:00:01.76

**Case Processing Summary**
Unweighted Cases(a)		N	Percent
Selected Cases	Included in Analysis	830	99.9
	Missing Cases	1	.1
	Total	831	100.0
Unselected Cases		0	.0
Total		831	100.0
a If weight is in effect, see classification table for the total number of cases.

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

Block 0: Beginning Block

**Classification Table(a,b)**
			Predicted
			STATUS		Percentage Correct
	Observed		Absent	Present	Percentage Correct
Step 0	STATUS	Absent	654	0	100.0
	STATUS	Present	176	0	.0
	Overall Percentage				78.8
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	-1.313	.085	238.939	1	.000	.269

**Variables not in the Equation(a)**
			Score	df	Sig.
Step 0	Variables	DIST_ROA	.472	1	.492
		DIST_WET	25.817	1	.000
		DIST_FOR	.264	1	.607
		DIST_NON	.307	1	.579
		ELEVATIO	16.382	1	.000
		ASPECT_T	.017	1	.897
		SLOPE	.954	1	.329
		FOR_PERC	10.646	1	.001
		WET_PERC	78.757	1	.000
		NON_PERC	5.896	1	.015
		TC_DIST	1.991	1	.158
		SO_DIST	7.068	1	.008
		RV_DIST	18.000	1	.000
		RCAT_DIS	35.254	1	.000
		PC_DIST	.337	1	.561
		NV_DIST	68.475	1	.000
		NS_DIST	17.316	1	.000
		HC_DIST	25.316	1	.000
		BF_DIST	6.742	1	.009
		AM_DIST	.401	1	.527
		AC_DIST	45.658	1	.000
		NWET	75.519	1	.000
		NNONFOR	5.466	1	.019
		NFOR	15.090	1	.000
		NDIST	13.978	1	.000
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	70.504	1	.000
	Block	70.504	1	.000
	Model	70.504	1	.000
Step 2	Step	76.284	1	.000
	Block	146.787	2	.000
	Model	146.787	2	.000
Step 3	Step	17.523	1	.000
	Block	164.310	3	.000
	Model	164.310	3	.000
Step 4	Step	12.560	1	.000
	Block	176.870	4	.000
	Model	176.870	4	.000
Step 5	Step	11.761	1	.001
	Block	188.631	5	.000
	Model	188.631	5	.000
Step 6	Step	9.431	1	.002
	Block	198.062	6	.000
	Model	198.062	6	.000
Step 7	Step	10.222	1	.001
	Block	208.284	7	.000
	Model	208.284	7	.000

**Model Summary**
Step	-2 Log likelihood	Cox & Snell R Square	Nagelkerke R Square
1	787.148	.081	.126
2	710.865	.162	.252
3	693.342	.180	.279
4	680.782	.192	.298
5	669.021	.203	.316
6	659.590	.212	.330
7	649.368	.222	.345

**Hosmer and Lemeshow Test**
Step	Chi-square	df	Sig.
1	11.173	2	.004
2	26.176	8	.001
3	19.400	8	.013
4	34.900	8	.000
5	27.513	8	.001
6	43.490	8	.000
7	36.468	8	.000

**Contingency Table for Hosmer and Lemeshow Test**
		STATUS = Absent		STATUS = Present		Total
		Observed	Expected	Observed	Expected	Total
Step 1	1	479	469.684	66	75.316	545
	2	62	66.806	21	16.194	83
	3	45	56.087	39	27.913	84
	4	68	61.423	50	56.577	118
Step 2	1	79	80.692	4	2.308	83
	2	72	78.746	11	4.254	83
	3	78	77.275	6	6.725	84
	4	75	74.078	8	8.922	83
	5	71	71.108	12	11.892	83
	6	77	67.596	6	15.404	83
	7	68	63.202	15	19.798	83
	8	55	59.828	28	23.172	83
	9	55	50.575	28	32.425	83
	10	24	30.893	58	51.107	82
Step 3	1	78	81.058	5	1.942	83
	2	77	78.889	6	4.111	83
	3	73	77.018	10	5.982	83
	4	77	74.866	6	8.134	83
	5	76	71.575	7	11.425	83
	6	68	67.322	14	14.678	82
	7	73	64.340	10	18.660	83
	8	62	59.344	21	23.656	83
	9	45	50.486	38	32.514	83
	10	25	29.091	59	54.909	84
Step 4	1	79	81.225	4	1.775	83
	2	77	79.152	6	3.848	83
	3	72	77.300	11	5.700	83
	4	76	74.940	7	8.060	83
	5	74	71.866	9	11.134	83
	6	70	68.932	13	14.068	83
	7	79	65.018	4	17.982	83
	8	64	58.873	19	24.127	83
	9	36	49.662	47	33.338	83
	10	27	27.019	56	55.981	83
Step 5	1	78	81.576	5	1.424	83
	2	78	80.422	6	3.578	84
	3	77	77.491	6	5.509	83
	4	73	75.405	10	7.595	83
	5	75	72.486	8	10.514	83
	6	73	68.719	10	14.281	83
	7	71	65.130	12	17.870	83
	8	68	58.664	15	24.336	83
	9	38	48.705	45	34.295	83
	10	23	25.380	59	56.620	82
Step 6	1	77	81.928	6	1.072	83
	2	78	79.738	5	3.262	83
	3	75	77.991	8	5.009	83
	4	78	75.668	5	7.332	83
	5	71	72.714	12	10.286	83
	6	74	68.798	9	14.202	83
	7	70	64.880	13	18.120	83
	8	68	58.566	15	24.434	83
	9	49	48.472	34	34.528	83
	10	14	25.245	69	57.755	83
Step 7	1	80	82.105	3	.895	83
	2	77	80.288	6	2.712	83
	3	77	78.306	6	4.694	83
	4	69	75.937	14	7.063	83
	5	77	72.783	6	10.217	83
	6	73	69.252	10	13.748	83
	7	73	64.552	10	18.448	83
	8	64	58.656	19	24.344	83
	9	52	47.820	31	35.180	83
	10	12	24.301	71	58.699	83

**Classification Table(a)**
			Predicted
			STATUS		Percentage Correct
	Observed		Absent	Present	Percentage Correct
Step 1	STATUS	Absent	624	30	95.4
	STATUS	Present	155	21	11.9
	Overall Percentage				77.7
Step 2	STATUS	Absent	632	22	96.6
	STATUS	Present	119	57	32.4
	Overall Percentage				83.0
Step 3	STATUS	Absent	629	25	96.2
	STATUS	Present	117	59	33.5
	Overall Percentage				82.9
Step 4	STATUS	Absent	626	28	95.7
	STATUS	Present	115	61	34.7
	Overall Percentage				82.8
Step 5	STATUS	Absent	629	25	96.2
	STATUS	Present	110	66	37.5
	Overall Percentage				83.7
Step 6	STATUS	Absent	639	15	97.7
	STATUS	Present	106	70	39.8
	Overall Percentage				85.4
Step 7	STATUS	Absent	641	13	98.0
	STATUS	Present	97	79	44.9
	Overall Percentage				86.7
a The cut value is .500

**Variables in the Equation**
		B	S.E.	Wald	df	Sig.	Exp(B)
Step 1(a)	WET_PERC	2.142	.256	70.168	1	.000	8.520
Step 1(a)	Constant	-1.830	.116	249.691	1	.000	.160
Step 2(b)	WET_PERC	2.238	.278	64.650	1	.000	9.372
	NV_DIST	-.002	.000	60.084	1	.000	.998
	Constant	-.956	.149	41.404	1	.000	.385
Step 3(c)	WET_PERC	2.260	.284	63.258	1	.000	9.580
	NV_DIST	-.002	.000	51.362	1	.000	.998
	HC_DIST	-.001	.000	15.958	1	.000	.999
	Constant	-.591	.173	11.737	1	.001	.554
Step 4(d)	WET_PERC	1.404	.374	14.091	1	.000	4.070
	NV_DIST	-.002	.000	51.387	1	.000	.998
	HC_DIST	-.001	.000	16.691	1	.000	.999
	NWET	2.013	.571	12.421	1	.000	7.489
	Constant	-.678	.175	14.939	1	.000	.508
Step 5(e)	WET_PERC	1.426	.381	14.006	1	.000	4.162
	NV_DIST	-.002	.000	49.465	1	.000	.998
	HC_DIST	-.001	.000	17.949	1	.000	.999
	NWET	1.869	.581	10.349	1	.001	6.482
	NDIST	-3.814	1.258	9.191	1	.002	.022
	Constant	-.491	.184	7.148	1	.008	.612
Step 6(f)	DIST_NON	-.001	.000	8.942	1	.003	.999
	WET_PERC	1.569	.386	16.490	1	.000	4.800
	NV_DIST	-.002	.000	50.926	1	.000	.998
	HC_DIST	-.001	.000	18.322	1	.000	.999
	NWET	1.912	.584	10.728	1	.001	6.765
	NDIST	-5.024	1.370	13.438	1	.000	.007
	Constant	-.090	.226	.160	1	.689	.913
Step 7(g)	DIST_NON	-.001	.000	9.550	1	.002	.999
	WET_PERC	1.427	.389	13.451	1	.000	4.167
	NV_DIST	-.002	.000	41.927	1	.000	.998
	HC_DIST	-.001	.000	13.979	1	.000	.999
	AC_DIST	-.001	.000	9.223	1	.002	.999
	NWET	1.700	.587	8.386	1	.004	5.476
	NDIST	-5.747	1.435	16.046	1	.000	.003
	Constant	.224	.250	.803	1	.370	1.251
a Variable(s) entered on step 1: WET_PERC.
b Variable(s) entered on step 2: NV_DIST.
c Variable(s) entered on step 3: HC_DIST.
d Variable(s) entered on step 4: NWET.
e Variable(s) entered on step 5: NDIST.
f Variable(s) entered on step 6: DIST_NON.
g Variable(s) entered on step 7: AC_DIST.

**Variables not in the Equation(a)**
			Score	df	Sig.
Step 1	Variables	DIST_ROA	.095	1	.758
		DIST_WET	.083	1	.773
		DIST_FOR	4.645	1	.031
		DIST_NON	2.046	1	.153
		ELEVATIO	.000	1	.995
		ASPECT_T	.345	1	.557
		SLOPE	.234	1	.629
		FOR_PERC	2.301	1	.129
		NON_PERC	1.764	1	.184
		TC_DIST	2.121	1	.145
		SO_DIST	2.401	1	.121
		RV_DIST	8.299	1	.004
		RCAT_DIS	25.822	1	.000
		PC_DIST	.922	1	.337
		NV_DIST	66.319	1	.000
		NS_DIST	9.764	1	.002
		HC_DIST	28.448	1	.000
		BF_DIST	6.542	1	.011
		AM_DIST	4.728	1	.030
		AC_DIST	24.693	1	.000
		NWET	11.940	1	.001
		NNONFOR	3.838	1	.050
		NFOR	.047	1	.829
		NDIST	12.334	1	.000
Step 2	Variables	DIST_ROA	1.230	1	.267
		DIST_WET	.151	1	.698
		DIST_FOR	2.621	1	.105
		DIST_NON	2.636	1	.104
		ELEVATIO	.553	1	.457
		ASPECT_T	.752	1	.386
		SLOPE	1.060	1	.303
		FOR_PERC	1.534	1	.215
		NON_PERC	1.574	1	.210
		TC_DIST	.005	1	.944
		SO_DIST	.647	1	.421
		RV_DIST	1.609	1	.205
		RCAT_DIS	5.638	1	.018
		PC_DIST	.646	1	.422
		NS_DIST	2.439	1	.118
		HC_DIST	16.459	1	.000
		BF_DIST	4.000	1	.046
		AM_DIST	.050	1	.823
		AC_DIST	12.316	1	.000
		NWET	11.866	1	.001
		NNONFOR	1.478	1	.224
		NFOR	.075	1	.784
		NDIST	9.986	1	.002
Step 3	Variables	DIST_ROA	2.858	1	.091
		DIST_WET	.001	1	.977
		DIST_FOR	3.143	1	.076
		DIST_NON	2.601	1	.107
		ELEVATIO	.916	1	.339
		ASPECT_T	.484	1	.487
		SLOPE	1.590	1	.207
		FOR_PERC	2.778	1	.096
		NON_PERC	1.144	1	.285
		TC_DIST	.000	1	.996
		SO_DIST	.873	1	.350
		RV_DIST	.934	1	.334
		RCAT_DIS	3.581	1	.058
		PC_DIST	1.394	1	.238
		NS_DIST	1.002	1	.317
		BF_DIST	1.074	1	.300
		AM_DIST	.387	1	.534
		AC_DIST	7.423	1	.006
		NWET	12.801	1	.000
		NNONFOR	1.346	1	.246
		NFOR	.022	1	.882
		NDIST	11.457	1	.001
Step 4	Variables	DIST_ROA	1.769	1	.184
		DIST_WET	.422	1	.516
		DIST_FOR	1.636	1	.201
		DIST_NON	3.153	1	.076
		ELEVATIO	.059	1	.808
		ASPECT_T	.958	1	.328
		SLOPE	2.176	1	.140
		FOR_PERC	1.832	1	.176
		NON_PERC	1.423	1	.233
		TC_DIST	.168	1	.682
		SO_DIST	.611	1	.434
		RV_DIST	.107	1	.744
		RCAT_DIS	3.315	1	.069
		PC_DIST	2.693	1	.101
		NS_DIST	.338	1	.561
		BF_DIST	.648	1	.421
		AM_DIST	.001	1	.970
		AC_DIST	5.933	1	.015
		NNONFOR	1.055	1	.304
		NFOR	6.569	1	.010
		NDIST	9.752	1	.002
Step 5	Variables	DIST_ROA	.584	1	.445
		DIST_WET	.094	1	.759
		DIST_FOR	.394	1	.530
		DIST_NON	9.121	1	.003
		ELEVATIO	1.256	1	.262
		ASPECT_T	1.337	1	.248
		SLOPE	4.567	1	.033
		FOR_PERC	.454	1	.500
		NON_PERC	.000	1	.989
		TC_DIST	1.159	1	.282
		SO_DIST	2.893	1	.089
		RV_DIST	1.683	1	.194
		RCAT_DIS	6.010	1	.014
		PC_DIST	5.693	1	.017
		NS_DIST	2.994	1	.084
		BF_DIST	1.997	1	.158
		AM_DIST	.117	1	.733
		AC_DIST	8.930	1	.003
		NNONFOR	.073	1	.788
		NFOR	.030	1	.862
Step 6	Variables	DIST_ROA	1.244	1	.265
		DIST_WET	.042	1	.838
		DIST_FOR	.692	1	.406
		ELEVATIO	.406	1	.524
		ASPECT_T	.810	1	.368
		SLOPE	2.825	1	.093
		FOR_PERC	.988	1	.320
		NON_PERC	1.006	1	.316
		TC_DIST	1.632	1	.201
		SO_DIST	2.560	1	.110
		RV_DIST	.334	1	.564
		RCAT_DIS	4.060	1	.044
		PC_DIST	3.220	1	.073
		NS_DIST	1.303	1	.254
		BF_DIST	2.045	1	.153
		AM_DIST	.143	1	.705
		AC_DIST	9.569	1	.002
		NNONFOR	.018	1	.892
		NFOR	.177	1	.674
Step 7	Variables	DIST_ROA	1.740	1	.187
		DIST_WET	.291	1	.589
		DIST_FOR	.587	1	.444
		ELEVATIO	.052	1	.819
		ASPECT_T	.846	1	.358
		SLOPE	1.928	1	.165
		FOR_PERC	.996	1	.318
		NON_PERC	1.332	1	.248
		TC_DIST	2.084	1	.149
		SO_DIST	1.696	1	.193
		RV_DIST	.786	1	.375
		RCAT_DIS	2.020	1	.155
		PC_DIST	.512	1	.474
		NS_DIST	.284	1	.594
		BF_DIST	1.702	1	.192
		AM_DIST	.063	1	.802
		NNONFOR	.007	1	.934
		NFOR	.373	1	.541
a Residual Chi-Squares are not computed because of redundancies.

**Step Summary(a,b)**
	Improvement			Model			Correct Class %	Variable
Step	Chi-square	df	Sig.	Chi-square	df	Sig.	Correct Class %	Variable
1	70.504	1	.000	70.504	1	.000	77.7%	IN: WET_PERC
2	76.284	1	.000	146.787	2	.000	83.0%	IN: NV_DIST
3	17.523	1	.000	164.310	3	.000	82.9%	IN: HC_DIST
4	12.560	1	.000	176.870	4	.000	82.8%	IN: NWET
5	11.761	1	.001	188.631	5	.000	83.7%	IN: NDIST
6	9.431	1	.002	198.062	6	.000	85.4%	IN: DIST_NON
7	10.222	1	.001	208.284	7	.000	86.7%	IN: AC_DIST
a No more variables can be deleted from or added to the current model.
b End block: 1

             Step number: 1

             Observed Groups and Predicted Probabilities

     800 ô                                                            ô
         ó                                                            ó
         ó                                                            ó
F        ó                                                            ó
R    600 ô                                                            ô
E        ó        P                                                   ó
Q        ó        A                                                   ó
U        ó        A                                                   ó
E    400 ô        A                                                   ô
N        ó        A                                                   ó
C        ó        A                                                   ó
Y        ó        A                                                   ó
     200 ô        A                                                   ô
         ó        A                                                   ó
         ó        A                                                   ó
         ó        A                                                   ó
Predicted òòòòòòòòòòòòòòôòòòòòòòòòòòòòòôòòòòòòòòòòòòòòôòòòòòòòòòòòòòòò
  Prob:   0            .25            .5             .75             1
  Group:  AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPPPPPPPPPPPPPPPPPPPPPPPPPPPPPP

          Predicted Probability is of Membership for Present
          The Cut Value is .50
          Symbols: A - Absent
                   P - Present
          Each Symbol Represents 50 Cases.





             Step number: 2

             Observed Groups and Predicted Probabilities

      80 ô                P                                           ô
         ó  P             P                                           ó
         ó  A             P                                           ó
F        ó  A             P                                           ó
R     60 ô  A             P                                           ô
E        ó  A  P          A                                           ó
Q        ó  A PA          A                                           ó
U        ó  APAAP         A                                           ó
E     40 ô  APAAAP        A                                           ô
N        ó PAAAAAAP A     A                                           ó
C        ó AAAAAAAAAAPP   A                                           ó
Y        ó AAAAAAAAAAAA  PA                                           ó
      20 ô AAAAAAAAAAAAA PA                                           ô
         óAAAAAAAAAAAAAAAAAP                                          ó
         óAAAAAAAAAAAAAAAAAA  P  P A                                  ó
         óAAAAAAAAAAAAAAAAAAAAAAPAAAAPAAAPPPPPPAAPPPPP  P             ó
Predicted òòòòòòòòòòòòòòôòòòòòòòòòòòòòòôòòòòòòòòòòòòòòôòòòòòòòòòòòòòòò
  Prob:   0            .25            .5             .75             1
  Group:  AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPPPPPPPPPPPPPPPPPPPPPPPPPPPPPP

          Predicted Probability is of Membership for Present
          The Cut Value is .50
          Symbols: A - Absent
                   P - Present
          Each Symbol Represents 5 Cases.





             Step number: 3

             Observed Groups and Predicted Probabilities

      80 ô                                                            ô
         ó                                                            ó
         ó  P                                                         ó
F        ó  AP                                                        ó
R     60 ô  AAP                                                       ô
E        ó  AAP                                                       ó
Q        ó  AAAP                                                      ó
U        ó  AAAA                                                      ó
E     40 ô  AAAA                                                      ô
N        ó PAAAAP PA P                                                ó
C        ó AAAAAAPAA A A                                              ó
Y        óPAAAAAAAAAPAAAPP     P                                      ó
      20 ôAAAAAAAAAAAAAAAAP    P                                      ô
         óAAAAAAAAAAAAAAAAAAPPPP                                      ó
         óAAAAAAAAAAAAAAAAAAAPPA    P            PPP                  ó
         óAAAAAAAAAAAAAAAAAAAAAAAAPPAAAPPAAPAP PPPPPP PPP             ó
Predicted òòòòòòòòòòòòòòôòòòòòòòòòòòòòòôòòòòòòòòòòòòòòôòòòòòòòòòòòòòòò
  Prob:   0            .25            .5             .75             1
  Group:  AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPPPPPPPPPPPPPPPPPPPPPPPPPPPPPP

          Predicted Probability is of Membership for Present
          The Cut Value is .50
          Symbols: A - Absent
                   P - Present
          Each Symbol Represents 5 Cases.





             Step number: 4

             Observed Groups and Predicted Probabilities

      80 ô                                                            ô
         ó                                                            ó
         ó  A                                                         ó
F        ó  A                                                         ó
R     60 ô  A                                                         ô
E        ó  AP P                                                      ó
Q        ó  AP A  P                                                   ó
U        ó  AAPA  A P                                                 ó
E     40 ô AAAAAP A P                                                 ô
N        ó AAAAAA A A                                                 ó
C        óAAAAAAAPAPAA                                                ó
Y        óAAAAAAAAAAAA                                                ó
      20 ôAAAAAAAAAAAAAA P PP P                                       ô
         óAAAAAAAAAAAAAAAAAAA P P                                     ó
         óAAAAAAAAAAAAAAAAAAAPA A         P    P                      ó
         óAAAAAAAAAAAAAAAAAAAAAAAAPP APP PAAAPAA PPP PPPPP P          ó
Predicted òòòòòòòòòòòòòòôòòòòòòòòòòòòòòôòòòòòòòòòòòòòòôòòòòòòòòòòòòòòò
  Prob:   0            .25            .5             .75             1
  Group:  AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPPPPPPPPPPPPPPPPPPPPPPPPPPPPPP

          Predicted Probability is of Membership for Present
          The Cut Value is .50
          Symbols: A - Absent
                   P - Present
          Each Symbol Represents 5 Cases.





             Step number: 5

             Observed Groups and Predicted Probabilities

      80 ô                                                            ô
         ó                                                            ó
         ó                                                            ó
F        ó    P                                                       ó
R     60 ô  P P                                                       ô
E        ó PA A                                                       ó
Q        ó AAAA P                                                     ó
U        ó AAAA A                                                     ó
E     40 ôPAAAAPA     P                                               ô
N        óAAAAAAA   P P                                               ó
C        óAAAAAAA  AA AP                                              ó
Y        óAAAAAAAAAAAPAA                                              ó
      20 ôAAAAAAAAAAAAAAA     P                                       ô
         óAAAAAAAAAAAAAAA P   P PP                                    ó
         óAAAAAAAAAAAAAAAAAAAAAPPA P        P  P                      ó
         óAAAAAAAAAAAAAAAAAAAAAAAAPAP PAPPPPAPPAAP  PP PPPPPP         ó
Predicted òòòòòòòòòòòòòòôòòòòòòòòòòòòòòôòòòòòòòòòòòòòòôòòòòòòòòòòòòòòò
  Prob:   0            .25            .5             .75             1
  Group:  AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPPPPPPPPPPPPPPPPPPPPPPPPPPPPPP

          Predicted Probability is of Membership for Present
          The Cut Value is .50
          Symbols: A - Absent
                   P - Present
          Each Symbol Represents 5 Cases.





             Step number: 6

             Observed Groups and Predicted Probabilities

      80 ô                                                            ô
         ó                                                            ó
         ó                                                            ó
F        ó  AP                                                        ó
R     60 ô  AA                                                        ô
E        óA AA P                                                      ó
Q        óA AA A                                                      ó
U        óAPAA A                                                      ó
E     40 ôAAAAPAP                                                     ô
N        óAAAAAAA P  P P                                              ó
C        óAAAAAAA AA A A                                              ó
Y        óAAAAAAA AA APA                                              ó
      20 ôAAAAAAAPAAAAAAP     P                                       ô
         óAAAAAAAAAAAAAAAAA   A    A                                  ó
         óAAAAAAAAAAAAAAAAAAAPAPPPPAPP     P   P                      ó
         óAAAAAAAAAAAAAAAAAAAAAAAAAAAPP   PPP PP A P P P PPPPP        ó
Predicted òòòòòòòòòòòòòòôòòòòòòòòòòòòòòôòòòòòòòòòòòòòòôòòòòòòòòòòòòòòò
  Prob:   0            .25            .5             .75             1
  Group:  AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPPPPPPPPPPPPPPPPPPPPPPPPPPPPPP

          Predicted Probability is of Membership for Present
          The Cut Value is .50
          Symbols: A - Absent
                   P - Present
          Each Symbol Represents 5 Cases.





             Step number: 7

             Observed Groups and Predicted Probabilities

      80 ô                                                            ô
         ó                                                            ó
         ó                                                            ó
F        óPP                                                          ó
R     60 ôAAP                                                         ô
E        óAAA                                                         ó
Q        óAAAPA                                                       ó
U        óAAAAA A                                                     ó
E     40 ôAAAAA A                                                     ô
N        óAAAAA A  P                                                  ó
C        óAAAAAPA AA                                                  ó
Y        óAAAAAAAPAAPAA                                               ó
      20 ôAAAAAAAAAAAAAP AP PP                                        ô
         óAAAAAAAAAAAAAAAAAPAA       A                                ó
         óAAAAAAAAAAAAAAAAAAAAPP  P  A        P                       ó
         óAAAAAAAAAAAAAAAAAAAAAAAPAPAAAPPPP APPPPP P PA  P PPPP       ó
Predicted òòòòòòòòòòòòòòôòòòòòòòòòòòòòòôòòòòòòòòòòòòòòôòòòòòòòòòòòòòòò
  Prob:   0            .25            .5             .75             1
  Group:  AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAPPPPPPPPPPPPPPPPPPPPPPPPPPPPPP

          Predicted Probability is of Membership for Present
          The Cut Value is .50
          Symbols: A - Absent
                   P - Present
          Each Symbol Represents 5 Cases.

**Casewise List**
	Selected Status(a)	Observed	Predicted	Predicted Group	Temporary Variable
Case	Selected Status(a)	STATUS	Predicted	Predicted Group	Resid	ZResid
1	S	A	.291	A	-.291	-.641
2	S	A	.219	A	-.219	-.530
3	S	A	.294	A	-.294	-.645
4	S	A	.340	A	-.340	-.718
5	S	A	.212	A	-.212	-.518
6	S	A	.022	A	-.022	-.151
7	S	A	.291	A	-.291	-.641
8	S	A	.075	A	-.075	-.286
9	S	A	.247	A	-.247	-.573
10	S	A	.268	A	-.268	-.605
11	S	A	.226	A	-.226	-.541
12	S	A	.062	A	-.062	-.258
13	S	A	.072	A	-.072	-.278
14	S	A	.045	A	-.045	-.217
15	S	A	.076	A	-.076	-.287
16	S	A	.409	A	-.409	-.832
17	S	A	.150	A	-.150	-.420
18	S	A	.071	A	-.071	-.276
19	S	A	.005	A	-.005	-.071
20	S	A	.092	A	-.092	-.319
21	S	A	.116	A	-.116	-.362
22	S	A	.017	A	-.017	-.133
23	S	A	.015	A	-.015	-.125
24	S	A	.341	A	-.341	-.720
25	S	A	.026	A	-.026	-.165
26	S	A	.107	A	-.107	-.347
27	S	A	.428	A	-.428	-.865
28	S	A	.049	A	-.049	-.228
29	S	A	.010	A	-.010	-.098
30	S	A	.068	A	-.068	-.269
31	S	A	.317	A	-.317	-.681
32	S	A	.333	A	-.333	-.706
33	S	A	.108	A	-.108	-.348
34	S	A	.309	A	-.309	-.669
35	S	A	.020	A	-.020	-.142
36	S	A	.192	A	-.192	-.487
37	S	A	.151	A	-.151	-.422
38	S	A	.065	A	-.065	-.264
39	S	A	.054	A	-.054	-.238
40	S	A	.052	A	-.052	-.234
41	S	A	.318	A	-.318	-.682
42	S	A	.185	A	-.185	-.476
43	S	A	.110	A	-.110	-.352
44	S	A	.135	A	-.135	-.394
45	S	A	.096	A	-.096	-.326
46	S	A	.060	A	-.060	-.252
47	S	A	.038	A	-.038	-.198
48	S	A	.138	A	-.138	-.400
49	S	A	.087	A	-.087	-.308
50	S	A	.162	A	-.162	-.440
51	S	A	.316	A	-.316	-.680
52	S	A	.142	A	-.142	-.406
53	S	A	.010	A	-.010	-.100
54	S	A	.155	A	-.155	-.428
55	S	A	.032	A	-.032	-.183
56	S	A	.010	A	-.010	-.102
57	S	A	.331	A	-.331	-.704
58	S	A	.045	A	-.045	-.216
59	S	A	.068	A	-.068	-.271
60	S	A	.097	A	-.097	-.328
61	S	A	.265	A	-.265	-.600
62	S	A	.049	A	-.049	-.227
63	S	A	.078	A	-.078	-.291
64	S	A	.045	A	-.045	-.217
65	S	A	.194	A	-.194	-.490
66	S	A	.005	A	-.005	-.071
67	S	A	.186	A	-.186	-.478
68	S	A	.079	A	-.079	-.293
69	S	A	.281	A	-.281	-.625
70	S	A**	.580	P	-.580	-1.175
71	S	A	.008	A	-.008	-.092
72	S	A	.206	A	-.206	-.509
73	S	A	.019	A	-.019	-.138
74	S	A	.005	A	-.005	-.071
75	S	A	.125	A	-.125	-.379
76	S	A	.111	A	-.111	-.354
77	S	A	.055	A	-.055	-.242
78	S	A	.130	A	-.130	-.387
79	S	A	.017	A	-.017	-.133
80	S	A	.015	A	-.015	-.125
81	S	A	.147	A	-.147	-.415
82	S	A	.171	A	-.171	-.455
83	S	A	.104	A	-.104	-.341
84	S	A	.445	A	-.445	-.896
85	S	A	.452	A	-.452	-.908
86	S	A	.050	A	-.050	-.229
87	S	A	.118	A	-.118	-.366
88	S	A	.069	A	-.069	-.272
89	S	A	.176	A	-.176	-.463
90	S	A	.067	A	-.067	-.268
91	S	A	.029	A	-.029	-.173
92	S	A	.017	A	-.017	-.131
93	S	A	.040	A	-.040	-.204
94	S	A	.023	A	-.023	-.153
95	S	A	.157	A	-.157	-.432
96	S	A	.042	A	-.042	-.211
97	S	A**	.696	P	-.696	-1.513
98	S	A	.067	A	-.067	-.268
99	S	A	.015	A	-.015	-.125
100	S	A	.206	A	-.206	-.510
101	S	A	.157	A	-.157	-.431
102	S	A	.039	A	-.039	-.202
103	S	A	.165	A	-.165	-.444
104	S	A	.014	A	-.014	-.121
105	S	A	.260	A	-.260	-.593
106	S	A	.136	A	-.136	-.397
107	S	A	.038	A	-.038	-.198
108	S	A	.204	A	-.204	-.507
109	S	A	.177	A	-.177	-.464
110	S	A	.034	A	-.034	-.187
111	S	A	.133	A	-.133	-.391
112	S	A	.342	A	-.342	-.721
113	S	A	.109	A	-.109	-.351
114	S	A	.289	A	-.289	-.637
115	S	A	.054	A	-.054	-.238
116	S	A	.144	A	-.144	-.410
117	S	A	.004	A	-.004	-.060
118	S	A	.043	A	-.043	-.213
119	S	A	.030	A	-.030	-.175
120	S	A	.050	A	-.050	-.228
121	S	A	.206	A	-.206	-.509
122	S	A	.242	A	-.242	-.565
123	S	A	.194	A	-.194	-.490
124	S	A	.051	A	-.051	-.232
125	S	A	.019	A	-.019	-.138
126	S	A	.227	A	-.227	-.542
127	S	A	.206	A	-.206	-.509
128	S	A	.032	A	-.032	-.183
129	S	A	.301	A	-.301	-.657
130	S	A	.377	A	-.377	-.779
131	S	A	.091	A	-.091	-.316
132	S	A	.260	A	-.260	-.593
133	S	A	.042	A	-.042	-.210
134	S	A	.060	A	-.060	-.253
135	S	A	.497	A	-.497	-.994
136	S	A	.031	A	-.031	-.178
137	S	A	.489	A	-.489	-.978
138	S	A	.214	A	-.214	-.522
139	S	A	.302	A	-.302	-.657
140	S	A	.254	A	-.254	-.584
141	S	A	.029	A	-.029	-.173
142	S	A	.180	A	-.180	-.468
143	S	A	.127	A	-.127	-.381
144	S	A	.135	A	-.135	-.395
145	S	A	.108	A	-.108	-.348
146	S	A	.072	A	-.072	-.278
147	S	A	.190	A	-.190	-.484
148	S	A	.012	A	-.012	-.108
149	S	A	.106	A	-.106	-.344
150	S	A	.109	A	-.109	-.350
151	S	A	.242	A	-.242	-.565
152	S	A	.455	A	-.455	-.913
153	S	A	.056	A	-.056	-.244
154	S	A	.020	A	-.020	-.144
155	S	A	.022	A	-.022	-.152
156	S	A	.010	A	-.010	-.102
157	S	A	.021	A	-.021	-.145
158	S	A	.202	A	-.202	-.503
159	S	A	.109	A	-.109	-.349
160	S	A	.071	A	-.071	-.277
161	S	A	.039	A	-.039	-.201
162	S	A	.212	A	-.212	-.518
163	S	A	.018	A	-.018	-.135
164	S	A	.186	A	-.186	-.478
165	S	A**	.	.	.	.
166	S	A	.278	A	-.278	-.621
167	S	A	.017	A	-.017	-.132
168	S	A	.166	A	-.166	-.445
169	S	A	.079	A	-.079	-.293
170	S	A	.209	A	-.209	-.514
171	S	A	.038	A	-.038	-.198
172	S	A	.210	A	-.210	-.516
173	S	A	.111	A	-.111	-.353
174	S	A	.166	A	-.166	-.445
175	S	A	.089	A	-.089	-.312
176	S	A	.014	A	-.014	-.119
177	S	A	.209	A	-.209	-.514
178	S	A	.018	A	-.018	-.137
179	S	A	.194	A	-.194	-.490
180	S	A	.124	A	-.124	-.377
181	S	A	.088	A	-.088	-.311
182	S	A	.075	A	-.075	-.285
183	S	A	.050	A	-.050	-.230
184	S	A	.018	A	-.018	-.134
185	S	A	.108	A	-.108	-.349
186	S	A	.051	A	-.051	-.232
187	S	A	.173	A	-.173	-.457
188	S	A	.341	A	-.341	-.720
189	S	A	.092	A	-.092	-.319
190	S	A	.017	A	-.017	-.131
191	S	A	.008	A	-.008	-.092
192	S	A	.040	A	-.040	-.205
193	S	A	.053	A	-.053	-.236
194	S	A	.116	A	-.116	-.362
195	S	A	.465	A	-.465	-.933
196	S	A	.108	A	-.108	-.348
197	S	A	.404	A	-.404	-.824
198	S	A	.160	A	-.160	-.436
199	S	A	.300	A	-.300	-.655
200	S	A	.204	A	-.204	-.507
201	S	A	.079	A	-.079	-.293
202	S	A	.135	A	-.135	-.395
203	S	A	.039	A	-.039	-.202
204	S	A	.061	A	-.061	-.255
205	S	A	.038	A	-.038	-.198
206	S	A	.075	A	-.075	-.285
207	S	A	.152	A	-.152	-.423
208	S	A	.019	A	-.019	-.138
209	S	A	.014	A	-.014	-.119
210	S	A	.076	A	-.076	-.287
211	S	A	.130	A	-.130	-.387
212	S	A	.157	A	-.157	-.432
213	S	A	.055	A	-.055	-.242
214	S	A	.116	A	-.116	-.362
215	S	A	.015	A	-.015	-.122
216	S	A	.150	A	-.150	-.420
217	S	A	.222	A	-.222	-.535
218	S	A	.148	A	-.148	-.416
219	S	A	.074	A	-.074	-.282
220	S	A	.210	A	-.210	-.516
221	S	A	.124	A	-.124	-.376
222	S	A	.277	A	-.277	-.620
223	S	A	.005	A	-.005	-.069
224	S	A	.064	A	-.064	-.263
225	S	A	.130	A	-.130	-.387
226	S	A	.061	A	-.061	-.256
227	S	A	.055	A	-.055	-.242
228	S	A	.038	A	-.038	-.198
229	S	A	.219	A	-.219	-.530
230	S	A	.072	A	-.072	-.278
231	S	A	.103	A	-.103	-.338
232	S	A	.029	A	-.029	-.171
233	S	A	.010	A	-.010	-.103
234	S	A	.027	A	-.027	-.166
235	S	A	.013	A	-.013	-.115
236	S	A	.237	A	-.237	-.557
237	S	A	.047	A	-.047	-.221
238	S	A	.142	A	-.142	-.407
239	S	A	.197	A	-.197	-.496
240	S	A	.079	A	-.079	-.293
241	S	A	.341	A	-.341	-.720
242	S	A	.085	A	-.085	-.304
243	S	A	.116	A	-.116	-.362
244	S	A	.194	A	-.194	-.490
245	S	A	.079	A	-.079	-.293
246	S	A	.171	A	-.171	-.455
247	S	A	.038	A	-.038	-.198
248	S	A	.029	A	-.029	-.172
249	S	A	.072	A	-.072	-.278
250	S	A	.064	A	-.064	-.261
251	S	A	.024	A	-.024	-.156
252	S	A	.067	A	-.067	-.268
253	S	A	.161	A	-.161	-.437
254	S	A	.069	A	-.069	-.271
255	S	A	.210	A	-.210	-.515
256	S	A	.216	A	-.216	-.526
257	S	A	.222	A	-.222	-.534
258	S	A	.042	A	-.042	-.210
259	S	A	.023	A	-.023	-.155
260	S	A	.137	A	-.137	-.399
261	S	A	.329	A	-.329	-.701
262	S	A	.305	A	-.305	-.663
263	S	A	.264	A	-.264	-.599
264	S	A	.326	A	-.326	-.695
265	S	A	.151	A	-.151	-.422
266	S	A	.173	A	-.173	-.457
267	S	A	.161	A	-.161	-.438
268	S	A	.066	A	-.066	-.266
269	S	A	.065	A	-.065	-.265
270	S	A	.111	A	-.111	-.354
271	S	A	.277	A	-.277	-.619
272	S	A	.148	A	-.148	-.416
273	S	A	.383	A	-.383	-.788
274	S	A	.302	A	-.302	-.658
275	S	A	.026	A	-.026	-.165
276	S	A	.050	A	-.050	-.228
277	S	A	.035	A	-.035	-.190
278	S	A	.160	A	-.160	-.437
279	S	A	.316	A	-.316	-.680
280	S	A	.316	A	-.316	-.680
281	S	A	.111	A	-.111	-.353
282	S	A	.404	A	-.404	-.824
283	S	A	.075	A	-.075	-.286
284	S	A	.142	A	-.142	-.407
285	S	A	.151	A	-.151	-.422
286	S	A	.035	A	-.035	-.190
287	S	A	.091	A	-.091	-.316
288	S	A	.186	A	-.186	-.478
289	S	A	.110	A	-.110	-.352
290	S	A	.055	A	-.055	-.242
291	S	A	.146	A	-.146	-.414
292	S	A	.057	A	-.057	-.245
293	S	A	.054	A	-.054	-.239
294	S	A	.113	A	-.113	-.357
295	S	A	.070	A	-.070	-.275
296	S	A	.316	A	-.316	-.680
297	S	A	.142	A	-.142	-.406
298	S	A	.030	A	-.030	-.175
299	S	A	.005	A	-.005	-.074
300	S	A	.319	A	-.319	-.684
301	S	A	.065	A	-.065	-.264
302	S	A	.290	A	-.290	-.639
303	S	A	.074	A	-.074	-.282
304	S	A	.131	A	-.131	-.388
305	S	A	.022	A	-.022	-.151
306	S	A	.290	A	-.290	-.639
307	S	A	.005	A	-.005	-.070
308	S	A	.016	A	-.016	-.126
309	S	A	.038	A	-.038	-.198
310	S	A	.460	A	-.460	-.924
311	S	A	.005	A	-.005	-.071
312	S	A	.453	A	-.453	-.910
313	S	A	.253	A	-.253	-.582
314	S	A	.156	A	-.156	-.429
315	S	A	.043	A	-.043	-.211
316	S	A	.011	A	-.011	-.106
317	S	A	.068	A	-.068	-.270
318	S	A	.041	A	-.041	-.208
319	S	A	.153	A	-.153	-.425
320	S	A	.219	A	-.219	-.529
321	S	A	.276	A	-.276	-.617
322	S	A	.014	A	-.014	-.119
323	S	A	.119	A	-.119	-.367
324	S	A	.029	A	-.029	-.174
325	S	A	.201	A	-.201	-.501
326	S	A	.179	A	-.179	-.467
327	S	A	.267	A	-.267	-.604
328	S	A**	.588	P	-.588	-1.194
329	S	A	.199	A	-.199	-.498
330	S	A	.155	A	-.155	-.428
331	S	A	.116	A	-.116	-.362
332	S	A	.079	A	-.079	-.293
333	S	A	.315	A	-.315	-.678
334	S	A**	.734	P	-.734	-1.662
335	S	A	.010	A	-.010	-.103
336	S	A	.116	A	-.116	-.363
337	S	A	.245	A	-.245	-.569
338	S	A	.039	A	-.039	-.200
339	S	A	.065	A	-.065	-.264
340	S	A	.155	A	-.155	-.428
341	S	A	.050	A	-.050	-.230
342	S	A	.082	A	-.082	-.300
343	S	A	.015	A	-.015	-.123
344	S	A	.026	A	-.026	-.165
345	S	A	.031	A	-.031	-.180
346	S	A	.033	A	-.033	-.185
347	S	A	.329	A	-.329	-.700
348	S	A	.418	A	-.418	-.847
349	S	A	.210	A	-.210	-.516
350	S	A	.104	A	-.104	-.341
351	S	A	.116	A	-.116	-.363
352	S	A	.170	A	-.170	-.453
353	S	A	.463	A	-.463	-.928
354	S	A	.113	A	-.113	-.357
355	S	A	.247	A	-.247	-.573
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