Letterote: Financing Bar analytics is actually determined of LendingClub financing material studies through
Table 8: Logit prices away from if the loan application will get funded
Chances Ratios () | Chance Rates () | |
Small business Dummy | step one.969*** | step 1.796*** |
Small business Dummy: t-statistics | [] | [] |
Amount Requested | 0.955*** | 0.957*** |
Amount Requested: t-statistics ($step one,000’s) | [-] | [-] |
State-house Rates List | step one.348*** | step one.318*** |
State house Speed List (one year slowdown, 1=100): t-analytics | [] | [] |
Fico Rating | 1.018*** | step one.017*** |
Fico Rating: t-analytics | [] | [] |
Working less than 1 year | 0.035*** | 0.028*** |
Operating below one year: t-analytics | [-] | [-] |
Application season (2007 is excluded):2008 | 0.504*** | |
Software season (2007 is omitted):2008 :t-analytics | [-] | |
App seasons (2007 was omitted):2009 | 0.430*** | |
Software 12 months (2007 is excluded):2009: t-statistics | [-] | |
Software year (2007 is actually omitted):2010* | 0.803*** | |
Software 12 months (2007 are excluded):2010*: t-statistics | [-4.52] | |
Application season (2007 is omitted):2011 | step 1.272*** | 1.610*** |
App seasons (2007 try excluded):2011: t-statistics | [4.99] | [] |
Software season (2007 is actually excluded):2012 | dos.574*** | step three.249*** |
Application 12 months (2007 are excluded): 2012: t-statistics | [] | [] |
Lingering | 0.one hundred thousand*** | 0.000*** |
Constant: t-statistics | [-] | [-] |
Pseudo R2 | 0.415 | 0.445 |
N | 766,761 | 683,599 |
Note: t-analytics when you look at the supports. *** ways relevance during the 1% level; ** implies significance during the 5% level; and you can * means Maryland title loans advantages on 10% top. Programs out of in advance of 2010 do not fully identify all business money.
Table 9: Regression outcomes for interest rate paid off on the financing
Linear Reg | |
Small company Dummy | 0.893*** |
Small company Dummy: t-statistics | [] |
Matter Asked ($step 1,000’s) | 0.141*** |
Matter Requested ($step one,000’s): t-analytics | [] |
Treasury Rates | -0.152*** |
Treasury Rates: t-statistics | [-dos.68] |
Fico Score | -0.088*** |
Fico Rating : t-analytics | [-] |
Yearly Income ($step one,000’s) | 0.000 |
Yearly Earnings ($step 1,000’s): t-analytics | [0.60] |
Condition Inhabitants (1 year lag, inside the step one,000’s) | -0.100 |
Condition Population (12 months slowdown, inside step 1,000’s): t-analytics | [-0.00] |
Condition For each and every Capita Income (12 months lag, into the $1,000’s) | -0.100 |
Condition For every Capita Income (12 months slowdown, when you look at the $1,000’s) : t-statistics | [-0.84] |
Home owner | -0.118*** |
Resident: t-analytics | [-seven.86] |
State Home Rate Directory (12 months yards. avg lag, 1=100) | -0.075* |
County Family Rate Directory (one year m. avg slowdown, 1=100): t-statistics | [-1.70] |
Loan Length (0 is 36 months, step one is actually 60 days) | step three.630*** |
Mortgage Length (0 try 36 months, step 1 is actually 60 days): t-statistics | [] |
Working lower than 1 year | 0.101*** |
Working below one year: t-analytics | [4.38] |
App 12 months (2007 try excluded) 2008 | 0.552*** |
App year (2007 was excluded) 2008: t-analytics | [step 3.53] |
Software seasons (2007 was omitted) 2009 | dos.110*** |
App 12 months (2007 was omitted) 2009: t-analytics | [9.70] |
Software seasons (2007 is actually omitted) 2010 | 0.417* |
Application year (2007 was excluded) 2010: t-analytics | [step 1.86] |
Application season (2007 try excluded) 2011 | 0.292 |
Software 12 months (2007 is excluded) 2011: t-statistics | [step one.27] |
App seasons (2007 is omitted) 2012 | 0.942*** |
App year (2007 is actually omitted) 2012:t-analytics | [4.10] |
Constant | *** |
Constant: t-analytics | [] |
Modified R2 | 0.769 |
N | 84,342 |
Note: t-statistics for the mounts. *** implies importance at step one% level; ** means importance within 5% level; and you will * ways benefits from the ten% top. Condition fixed effects utilized in quote.
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