dd$coefyr <- 0 dd$coefst <- 0 dd$coefyr[dd$year == 2001] <- -0.0053816 dd$coefyr[dd$year == 2002] <- -0.0169349 dd$coefyr[dd$year == 2003] <- -0.0188646 dd$coefyr[dd$year == 2004] <- -0.0166766 dd$coefyr[dd$year == 2005] <- -0.0109494 dd$coefyr[dd$year == 2006] <- -0.0077765 dd$coefyr[dd$year == 2007] <- -0.0053958 dd$coefyr[dd$year == 2008] <- -0.0175488 dd$coefyr[dd$year == 2009] <- -0.0523951 dd$coefyr[dd$year == 2010] <- -0.0584847 dd$coefyr[dd$year == 2011] <- -0.0486997 dd$coefyr[dd$year == 2012] <- -0.0400888 dd$coefyr[dd$year == 2013] <- -0.0338679 dd$coefst[dd$state == 2] <- -0.0157375 dd$coefst[dd$state == 4] <- 0.0006734 dd$coefst[dd$state == 5] <- -0.0043189 dd$coefst[dd$state == 6] <- -0.0169435 dd$coefst[dd$state == 8] <- 0.0086458 dd$coefst[dd$state == 9] <- 0.0024731 dd$coefst[dd$state == 10] <- 0.0074334 dd$coefst[dd$state == 11] <- -0.0191081 dd$coefst[dd$state == 12] <- 0.0038592 dd$coefst[dd$state == 13] <- -0.0016430 dd$coefst[dd$state == 15] <- 0.0136694 dd$coefst[dd$state == 16] <- 0.0048429 dd$coefst[dd$state == 17] <- -0.0104990 dd$coefst[dd$state == 18] <- -0.0006307 dd$coefst[dd$state == 19] <- 0.0187518 dd$coefst[dd$state == 20] <- 0.0096518 dd$coefst[dd$state == 21] <- -0.0069719 dd$coefst[dd$state == 22] <- -0.0033439 dd$coefst[dd$state == 23] <- 0.0058253 dd$coefst[dd$state == 24] <- 0.0089150 dd$coefst[dd$state == 25] <- 0.0052449 dd$coefst[dd$state == 26] <- -0.0213713 dd$coefst[dd$state == 27] <- 0.0143339 dd$coefst[dd$state == 28] <- -0.0206018 dd$coefst[dd$state == 29] <- 0.0016859 dd$coefst[dd$state == 30] <- 0.0072006 dd$coefst[dd$state == 31] <- 0.0272719 dd$coefst[dd$state == 32] <- -0.0068838 dd$coefst[dd$state == 33] <- 0.0203123 dd$coefst[dd$state == 34] <- -0.0038171 dd$coefst[dd$state == 35] <- 0.0063507 dd$coefst[dd$state == 36] <- -0.0018776 dd$coefst[dd$state == 37] <- -0.0056023 dd$coefst[dd$state == 38] <- 0.0376695 dd$coefst[dd$state == 39] <- -0.0047948 dd$coefst[dd$state == 40] <- 0.0156487 dd$coefst[dd$state == 41] <- -0.0151590 dd$coefst[dd$state == 42] <- 0.0026531 dd$coefst[dd$state == 44] <- -0.0070480 dd$coefst[dd$state == 45] <- -0.0147981 dd$coefst[dd$state == 46] <- 0.0289319 dd$coefst[dd$state == 47] <- -0.0003879 dd$coefst[dd$state == 48] <- 0.0020649 dd$coefst[dd$state == 49] <- 0.0149935 dd$coefst[dd$state == 50] <- 0.0196448 dd$coefst[dd$state == 51] <- 0.0176194 dd$coefst[dd$state == 53] <- -0.0073573 dd$coefst[dd$state == 54] <- 0.0022715 dd$coefst[dd$state == 55] <- 0.0047851 dd$coefst[dd$state == 56] <- 0.0285872 dd$lnemprate_native2 <- dd$lnemprate_native - dd$coefyr - dd$coefst dd$coyear <- 0 dd$coyear[dd$year == 2001] <- -0.0046649 dd$coyear[dd$year == 2002] <- -0.0160367 dd$coyear[dd$year == 2003] <- -0.0177473 dd$coyear[dd$year == 2004] <- -0.0147026 dd$coyear[dd$year == 2005] <- -0.0102340 dd$coyear[dd$year == 2006] <- -0.0063254 dd$coyear[dd$year == 2007] <- -0.0048657 dd$coyear[dd$year == 2008] <- -0.0151941 dd$coyear[dd$year == 2009] <- -0.0499616 dd$coyear[dd$year == 2010] <- -0.0577932 dd$coyear[dd$year == 2011] <- -0.0474479 dd$coyear[dd$year == 2012] <- -0.0368387 dd$coyear[dd$year == 2013] <- -0.0314395 dd$lnemprate_native_yr <- dd$lnemprate_native - dd$coyear