FWIW, I had some spare time today and scraped some data off of cars.com and conducted an analysis similar to re_guardian's.
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FWIW, I had some spare time today and scraped some data off of cars.com and conducted an analysis similar to re_guardian's.
TexasCrane, you did say your model was a linear extrapolation, but perhaps did you have any correction or adjustment for the step in prices that '06 and '07 models see? They are more sought after for some nice upgrades.
How much is mine worth: '06 @ 91k miles. Completely immaculate/stock with full 90k service just done.

My wife thinks I'm silly replacing my 08 Wrangler Rubicon UL as a secondary car (I have owned since new) with a used car that's older but she doesn't get it... T
Put a ring on that stat.my gf was at a Lamborghini showroom for a work event. Lambo guy asked her "so what is your ideal car?" she answered "1996 80 Series Toyota Landcruiser". guy was dumbfounded. I was so excited when she told me
Do you happen to have an updated formula fir 2006 LX 470 fir today (2019)? I drove one with 124k miles and the dealer is asking $19k. Looks good but drives with noise. No record of water pump or timing belts being replaced. Should I trust such vehicle? Clean Carfax though.FWIW, I had some spare time today and scraped some data off of cars.com and conducted an analysis similar to re_guardian's.
There were 245 LX470's and 158 LC's available nationwide. I fit a linear regression model to the data using mileage, year, and LC/LX to predict price. The net of it was that the model is pretty good, with those 3 variables explaining 87% of the variance in the price. All things being equal, an LX sells for approximately $650 more than a LC.
So for example my model predicts that a 2005 LC with 100k miles should sell for $22915 and a 2005 LX470 with 100k miles should sell for $23564.
For anybody that's interested:
Code:#miles are in units of 10k Call: lm(formula = prices ~ miles + year + type, data = cars) Residuals: Min 1Q Median 3Q Max -5082.1 -1456.3 -247.7 1215.5 13528.4 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 21741.61 875.99 24.819 < 2e-16 *** miles -568.68 33.78 -16.833 < 2e-16 *** year1999 -2106.54 660.78 -3.188 0.00155 ** year2000 -1143.82 642.27 -1.781 0.07570 . year2001 81.49 681.49 0.120 0.90488 year2002 789.37 670.17 1.178 0.23957 year2003 3676.89 745.74 4.931 1.21e-06 *** year2004 5505.77 676.98 8.133 5.62e-15 *** year2005 6860.94 708.90 9.678 < 2e-16 *** year2006 9693.43 666.53 14.543 < 2e-16 *** year2007 13724.17 831.12 16.513 < 2e-16 *** typeLX470 648.82 252.14 2.573 0.01044 * --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Residual standard error: 2349 on 391 degrees of freedom Multiple R-squared: 0.8762, Adjusted R-squared: 0.8727 F-statistic: 251.6 on 11 and 391 DF, p-value: < 2.2e-16 #example predicted prices miles year type predicted_price 1 10 2005 LX470 23564.61 2 10 2005 Land Cruiser 22915.79
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I'm in the market right now, looking for 2003 - 2007 LC or LX, searching nationwide. I am generally seeing higher prices for LC with some crazy outliers for unusually low mileage ones. For example '05 LC with 95k mi for $33k, '05 LC with 50k mi for $32k. My ideal is '06 or '07 with less than 150k mi. I've found one, have had the PPI done, and hope to work out a deal today.