Toyota Celica - Appraisal Based om Multiple Regression Line

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Appraisal Based on Kohonen Self-Organizing Feature Map Neural Network APPRAISAL BASED ON MULTIPLE LINEAR REGRESSION

Source of information	Issue Date	Page	YEAR	DEALER	Years old	Depreciation Factor	KM	Condition 1-5 scale	GTS model	AUTOMATIC TRANSMITION	AIR COND	ADDIT. RUSTPROOF	CRUIS CONTROL	NO RUST	4 speakers	STEREO TAPE	AM/FM	NEW PAINT	TIL STEER	PRICE	PRICE ESTIMATE	OVERPRICE
Auto Trader	26-Mar-98	C12	91	-1	7	0.367	168,000	4	1	-1	-1	1	-1	1	-1	-1	1	-1	-1	$10,000	$9,654	$346
Auto Trader	26-Mar-98	B73	91	-1	7	0.367	50,000	4	1	1	1	-1	1	-1	1	1	1	-1	1	$9,500	$9,754	($254)
Auto Trader	26-Mar-98	C69	91	1	7	0.367	100,000	4.5	-1	1	1	-1	1	1	1	1	1	1	1	$8,500	$8,309	$191
Auto Trader	26-Mar-98	C69	90	1	8	0.318	103,000	4	-1	1	1	-1	1	-1	1	1	1	-1	1	$7,900	$6,969	$931
Auto Trader	26-Mar-98	C46	91	-1	7	0.367	129,000	4	-1	-1	1	-1	-1	-1	-1	-1	1	-1	-1	$6,950	$7,299	($349)
Auto Trader	26-Mar-98	B75	90	-1	8	0.318	220,000	3.5	1	-1	-1	-1	-1	-1	1	1	1	-1	1	$6,259	$6,478	($219)
Auto Trader	19-Mar-98	C29	89	1	9	0.276	104,000	1	1	-1	1	-1	1	1	1	1	1	1	1	$6,250	$6,351	($101)
Autotek	26-Mar-98		89	1	9	0.276	140,000	4	1	-1	1	-1	1	1	1	1	1	1	1	$5,995	$6,184	($189)
Auto Trader	19-Mar-98	B74	89	-1	9	0.276	200,000	3	1	-1	1	-1	1	-1	1	1	1	-1	1	$5,500	$5,703	($203)
ADP/AUT.		6	87	1	11	0.207	200,000	4	1	-1	1	-1	-1	1	-1	-1	1	1	1	$4,995	$4,029	$966
Auto Trader	26-Mar-98	C77	87	-1	11	0.207	250,000	4.5	1	-1	1	1	1	1	1	1	1	1	1	$4,900	$5,246	($346)
Auto Trader	19-Mar-98	B75	89	1	9	0.276	250,000	4	-1	1	1	-1	-1	1	-1	-1	-1	1	-1	$4,450	$4,976	($526)
Auto Trader	19-Mar-98	B75	88	1	10	0.239	250,000	4	-1	1	1	-1	-1	1	-1	-1	-1	1	-1	$3,700	$4,042	($342)
ADP/AUT.		6	87	1	11	0.207	250,000	2	-1	-1	1	-1	-1	-1	-1	-1	-1	-1	-1	$2,200	$2,396	($196)
Auto Trader	19-Mar-98	C12	87	-1	11	0.207	350,000	3	-1	-1	1	-1	1	-1	1	1	1	-1	1	$2,200	$1,783	$417
Autotek	26-Mar-98		87	1	11	0.207	300,000	1	-1	-1	-1	-1	-1	-1	-1	-1	1	-1	1	$2,200	$1,881	$319
Auto Trader	26-Mar-98	C45	86	-1	12	0.180	162,000	3	-1	-1	-1	-1	1	-1	-1	-1	1	-1	-1	$1,700	$2,146	($446)

					Regression Output:
				Constant			399.19131
				Std Err of Y Est			687.12593
				R Squared			0.9689842
				No. of Observations			17
				Degrees of Freedom			7
						Depreciation Factor	KM	Condition 1-5 scale	GTS model	AUTOMATIC TRANSMITION	AIR COND	ADDIT. RUSTPROOF	CRUIS CONTROL	NO RUST	4 speakrs	STEREO TAPE	AM/FM	NEW PAINT
				X Coefficients		25402.2	-0.006542	22.8632527	597.4683	362.62	82.4522	757.33	9.23595	32.6528
				Std Err of Coef.		4307.45	0.0036456	209.08794	229.9865	279.97	246.6563	365.93	214.792	221.961


cost	1
salvage	0
life	15

Years	Depreciation Factor
0	1
1	0.86666667
2	0.75111111
3	0.65096296
4	0.5641679
5	0.48894551
6	0.42375278
7	0.36725241
8	0.31828542
9	0.27584736
10	0.23906772
11	0.20719202
12	0.17956642
13	0.15562423
14	0.13487433
15	0.11689109




	ESTIMATE		YEAR		Years old	Depreciation Factor	KM	Condition 1-5 scale	GTS model	AUTOM TRANSMITION	AIR COND	ADDIT RUSTPROOF	CRUIS CONTROL	NO RUST	4 speakers	STEREO TAPE	AM/FM	NEW PAINT	TIL STEER	PRICE	PRICE ESTIMATE
Toyota Celica GT data			87		11	0.207	167,000	4	-1	1	1	1	1	1	1	1	1	-1	1
X Coefficient(s)						25402.2	-0.006542	22.8632527	597.4683	362.62	82.4522	757.33	9.23595	32.6528
Constituents				$399		$5,263	($1,093)	$91	($597)	$363	$82	$757	$9	$33	$0	$0	$0	$0	$0		$5,308
ESTIMATE	$5,308

ChartObject Double Declining BalanceDepreciation Value Factor

Appraisal Based on Kohonen Self-Organizing Feature Map Neural Network
Last Updated on 6/6/98
By The Computer