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tgrrr/TEMPmodel.txt

Created October 14, 2020 06:51
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TEMPmodel.txt
# Outlining the model
model{
for (i in 1:Ntotal) {
- zy[i] ~ dgamma((mu[i]^2)/ zVar, mu[i]/ zVar) # Use sample variance as an estimate of the population variance
- mu[i] <- zbeta0 + sum(zbeta[1:Nx] * zx[i,1:Nx])
+ zy[i] ~ dgamma((mu[i]^2)/ zVar, zVar/mu[i]) # Use sample variance as an estimate of the population variance
+mu[i] <- sum(zbeta[1:Nx] * zx[i,1:Nx])
}
- zbeta0 ~ dnorm(0, 1/2^2)
- zbeta[1] ~ dnorm(-40/xsd[1], 1/(0.25/xsd[1]^2))
- zbeta[2] ~ dnorm(40/xsd[2], 1/(0.5/xsd[2]^2))
- zbeta[3] ~ dnorm(0/xsd[3], 1/(0.1/xsd[3]^2))
- zbeta[4] ~ dnorm(-40/xsd[4], 1/(0.5/xsd[4]^2))
- zbeta[5] ~ dnorm(0/xsd[5], 1/(0.1/xsd[5]^2))
- zbeta[6] ~ dnorm(20/xsd[6], 1/(0.5/xsd[6]^2))
- zbeta[7] ~ dnorm(0/xsd[7], 1/(0.1/xsd[7]^2))
- zbeta[8] ~ dnorm(20/xsd[8], 1/(0.5/xsd[8]^2))
+ zbeta[1] ~ dnorm(-1/xsd[1], 1/(0.001/xsd[1]^2))
+ zbeta[2] ~ dnorm(1/xsd[2], 1/(0.001/xsd[2]^2))
+ zbeta[3] ~ dnorm(1/xsd[3], 1/(0.001/xsd[3]^2))
+ zbeta[4] ~ dnorm(-1/xsd[4], 1/(0.001/xsd[4]^2))
+ zbeta[5] ~ dnorm(1/xsd[5], 1/(0.001/xsd[5]^2))
+ zbeta[6] ~ dnorm(1/xsd[6], 1/(0.001/xsd[6]^2))
+ zbeta[7] ~ dnorm(1/xsd[7], 1/(0.001/xsd[7]^2))
zVar ~ dgamma(0.01, 0.001)
-
# Transform to original scale
beta[1:Nx] <- (zbeta[1:Nx]/ xsd[1:Nx]) * ysd
- beta0 <- zbeta0 * ysd
- tau <- zVar * (ysd) ^ 2
+tau <- zVar * (ysd) ^ 2
# Predictions
- pred[1] <- beta0 + beta[1] * xPred[1, 1] + beta[2] * xPred[1, 2] + beta[3] * xPred[1, 3] + beta[4] * xPred[1, 4] + beta[5] * xPred[1, 5] + beta[6] * xPred[1, 6] + beta[7] * xPred[1, 7] + beta[8] * xPred[1, 8]
- pred[2] <- beta0 + beta[1] * xPred[2, 1] + beta[2] * xPred[2, 2] + beta[3] * xPred[2, 3] + beta[4] * xPred[2, 4] + beta[5] * xPred[2, 5] + beta[6] * xPred[2, 6] + beta[7] * xPred[2, 7] + beta[8] * xPred[2, 8]
- pred[3] <- beta0 + beta[1] * xPred[3, 1] + beta[2] * xPred[3, 2] + beta[3] * xPred[3, 3] + beta[4] * xPred[3, 4] + beta[5] * xPred[3, 5] + beta[6] * xPred[3, 6] + beta[7] * xPred[3, 7] + beta[8] * xPred[3, 8]
- pred[4] <- beta0 + beta[1] * xPred[4, 1] + beta[2] * xPred[4, 2] + beta[3] * xPred[4, 3] + beta[4] * xPred[4, 4] + beta[5] * xPred[4, 5] + beta[6] * xPred[4, 6] + beta[7] * xPred[4, 7] + beta[8] * xPred[4, 8]
- pred[5] <- beta0 + beta[1] * xPred[5, 1] + beta[2] * xPred[5, 2] + beta[3] * xPred[5, 3] + beta[4] * xPred[5, 4] + beta[5] * xPred[5, 5] + beta[6] * xPred[5, 6] + beta[7] * xPred[5, 7] + beta[8] * xPred[5, 8]
+ pred[1] <- 0 + beta[1] * xPred[1, 1] + beta[2] * xPred[1, 2] + beta[3] * xPred[1, 3] + beta[4] * xPred[1, 4] + beta[5] * xPred[1, 5] + beta[6] * xPred[1, 6] + beta[7] * xPred[1, 7]
+ pred[2] <- 0 + beta[1] * xPred[2, 1] + beta[2] * xPred[2, 2] + beta[3] * xPred[2, 3] + beta[4] * xPred[2, 4] + beta[5] * xPred[2, 5] + beta[6] * xPred[2, 6] + beta[7] * xPred[2, 7]
+ pred[3] <- 0 + beta[1] * xPred[3, 1] + beta[2] * xPred[3, 2] + beta[3] * xPred[3, 3] + beta[4] * xPred[3, 4] + beta[5] * xPred[3, 5] + beta[6] * xPred[3, 6] + beta[7] * xPred[3, 7]
+ pred[4] <- 0 + beta[1] * xPred[4, 1] + beta[2] * xPred[4, 2] + beta[3] * xPred[4, 3] + beta[4] * xPred[4, 4] + beta[5] * xPred[4, 5] + beta[6] * xPred[4, 6] + beta[7] * xPred[4, 7]
+ pred[5] <- 0 + beta[1] * xPred[5, 1] + beta[2] * xPred[5, 2] + beta[3] * xPred[5, 3] + beta[4] * xPred[5, 4] + beta[5] * xPred[5, 5] + beta[6] * xPred[5, 6] + beta[7] * xPred[5, 7]
+ pred[6] <- 0 + beta[1] * xPred[6, 1] + beta[2] * xPred[6, 2] + beta[3] * xPred[6, 3] + beta[4] * xPred[6, 4] + beta[5] * xPred[6, 5] + beta[6] * xPred[6, 6] + beta[7] * xPred[6, 7]
+ pred[7] <- 0 + beta[1] * xPred[7, 1] + beta[2] * xPred[7, 2] + beta[3] * xPred[7, 3] + beta[4] * xPred[7, 4] + beta[5] * xPred[7, 5] + beta[6] * xPred[7, 6] + beta[7] * xPred[7, 7]
+ pred[8] <- 0 + beta[1] * xPred[8, 1] + beta[2] * xPred[8, 2] + beta[3] * xPred[8, 3] + beta[4] * xPred[8, 4] + beta[5] * xPred[8, 5] + beta[6] * xPred[8, 6] + beta[7] * xPred[8, 7]
+ pred[9] <- 0 + beta[1] * xPred[9, 1] + beta[2] * xPred[9, 2] + beta[3] * xPred[9, 3] + beta[4] * xPred[9, 4] + beta[5] * xPred[9, 5] + beta[6] * xPred[9, 6] + beta[7] * xPred[9, 7]
+ pred[10] <- 0 + beta[1] * xPred[10, 1] + beta[2] * xPred[10, 2] + beta[3] * xPred[10, 3] + beta[4] * xPred[10, 4] + beta[5] * xPred[10, 5] + beta[6] * xPred[10, 6] + beta[7] * xPred[10, 7]
+ pred[11] <- 0 + beta[1] * xPred[11, 1] + beta[2] * xPred[11, 2] + beta[3] * xPred[11, 3] + beta[4] * xPred[11, 4] + beta[5] * xPred[11, 5] + beta[6] * xPred[11, 6] + beta[7] * xPred[11, 7]
+ pred[12] <- 0 + beta[1] * xPred[12, 1] + beta[2] * xPred[12, 2] + beta[3] * xPred[12, 3] + beta[4] * xPred[12, 4] + beta[5] * xPred[12, 5] + beta[6] * xPred[12, 6] + beta[7] * xPred[12, 7]
+ pred[13] <- 0 + beta[1] * xPred[13, 1] + beta[2] * xPred[13, 2] + beta[3] * xPred[13, 3] + beta[4] * xPred[13, 4] + beta[5] * xPred[13, 5] + beta[6] * xPred[13, 6] + beta[7] * xPred[13, 7]
+ pred[14] <- 0 + beta[1] * xPred[14, 1] + beta[2] * xPred[14, 2] + beta[3] * xPred[14, 3] + beta[4] * xPred[14, 4] + beta[5] * xPred[14, 5] + beta[6] * xPred[14, 6] + beta[7] * xPred[14, 7]
+ pred[15] <- 0 + beta[1] * xPred[15, 1] + beta[2] * xPred[15, 2] + beta[3] * xPred[15, 3] + beta[4] * xPred[15, 4] + beta[5] * xPred[15, 5] + beta[6] * xPred[15, 6] + beta[7] * xPred[15, 7]
+ pred[16] <- 0 + beta[1] * xPred[16, 1] + beta[2] * xPred[16, 2] + beta[3] * xPred[16, 3] + beta[4] * xPred[16, 4] + beta[5] * xPred[16, 5] + beta[6] * xPred[16, 6] + beta[7] * xPred[16, 7]
+ pred[17] <- 0 + beta[1] * xPred[17, 1] + beta[2] * xPred[17, 2] + beta[3] * xPred[17, 3] + beta[4] * xPred[17, 4] + beta[5] * xPred[17, 5] + beta[6] * xPred[17, 6] + beta[7] * xPred[17, 7]
+ pred[18] <- 0 + beta[1] * xPred[18, 1] + beta[2] * xPred[18, 2] + beta[3] * xPred[18, 3] + beta[4] * xPred[18, 4] + beta[5] * xPred[18, 5] + beta[6] * xPred[18, 6] + beta[7] * xPred[18, 7]
+ pred[19] <- 0 + beta[1] * xPred[19, 1] + beta[2] * xPred[19, 2] + beta[3] * xPred[19, 3] + beta[4] * xPred[19, 4] + beta[5] * xPred[19, 5] + beta[6] * xPred[19, 6] + beta[7] * xPred[19, 7]
+ pred[20] <- 0 + beta[1] * xPred[20, 1] + beta[2] * xPred[20, 2] + beta[3] * xPred[20, 3] + beta[4] * xPred[20, 4] + beta[5] * xPred[20, 5] + beta[6] * xPred[20, 6] + beta[7] * xPred[20, 7]
+ pred[21] <- 0 + beta[1] * xPred[21, 1] + beta[2] * xPred[21, 2] + beta[3] * xPred[21, 3] + beta[4] * xPred[21, 4] + beta[5] * xPred[21, 5] + beta[6] * xPred[21, 6] + beta[7] * xPred[21, 7]
+ pred[22] <- 0 + beta[1] * xPred[22, 1] + beta[2] * xPred[22, 2] + beta[3] * xPred[22, 3] + beta[4] * xPred[22, 4] + beta[5] * xPred[22, 5] + beta[6] * xPred[22, 6] + beta[7] * xPred[22, 7]
+ pred[23] <- 0 + beta[1] * xPred[23, 1] + beta[2] * xPred[23, 2] + beta[3] * xPred[23, 3] + beta[4] * xPred[23, 4] + beta[5] * xPred[23, 5] + beta[6] * xPred[23, 6] + beta[7] * xPred[23, 7]
+ pred[24] <- 0 + beta[1] * xPred[24, 1] + beta[2] * xPred[24, 2] + beta[3] * xPred[24, 3] + beta[4] * xPred[24, 4] + beta[5] * xPred[24, 5] + beta[6] * xPred[24, 6] + beta[7] * xPred[24, 7]
+ pred[25] <- 0 + beta[1] * xPred[25, 1] + beta[2] * xPred[25, 2] + beta[3] * xPred[25, 3] + beta[4] * xPred[25, 4] + beta[5] * xPred[25, 5] + beta[6] * xPred[25, 6] + beta[7] * xPred[25, 7]
+ pred[26] <- 0 + beta[1] * xPred[26, 1] + beta[2] * xPred[26, 2] + beta[3] * xPred[26, 3] + beta[4] * xPred[26, 4] + beta[5] * xPred[26, 5] + beta[6] * xPred[26, 6] + beta[7] * xPred[26, 7]
+ pred[27] <- 0 + beta[1] * xPred[27, 1] + beta[2] * xPred[27, 2] + beta[3] * xPred[27, 3] + beta[4] * xPred[27, 4] + beta[5] * xPred[27, 5] + beta[6] * xPred[27, 6] + beta[7] * xPred[27, 7]
+ pred[28] <- 0 + beta[1] * xPred[28, 1] + beta[2] * xPred[28, 2] + beta[3] * xPred[28, 3] + beta[4] * xPred[28, 4] + beta[5] * xPred[28, 5] + beta[6] * xPred[28, 6] + beta[7] * xPred[28, 7]
+ pred[29] <- 0 + beta[1] * xPred[29, 1] + beta[2] * xPred[29, 2] + beta[3] * xPred[29, 3] + beta[4] * xPred[29, 4] + beta[5] * xPred[29, 5] + beta[6] * xPred[29, 6] + beta[7] * xPred[29, 7]
+ pred[30] <- 0 + beta[1] * xPred[30, 1] + beta[2] * xPred[30, 2] + beta[3] * xPred[30, 3] + beta[4] * xPred[30, 4] + beta[5] * xPred[30, 5] + beta[6] * xPred[30, 6] + beta[7] * xPred[30, 7]
+ pred[31] <- 0 + beta[1] * xPred[31, 1] + beta[2] * xPred[31, 2] + beta[3] * xPred[31, 3] + beta[4] * xPred[31, 4] + beta[5] * xPred[31, 5] + beta[6] * xPred[31, 6] + beta[7] * xPred[31, 7]
+ pred[32] <- 0 + beta[1] * xPred[32, 1] + beta[2] * xPred[32, 2] + beta[3] * xPred[32, 3] + beta[4] * xPred[32, 4] + beta[5] * xPred[32, 5] + beta[6] * xPred[32, 6] + beta[7] * xPred[32, 7]
+ pred[33] <- 0 + beta[1] * xPred[33, 1] + beta[2] * xPred[33, 2] + beta[3] * xPred[33, 3] + beta[4] * xPred[33, 4] + beta[5] * xPred[33, 5] + beta[6] * xPred[33, 6] + beta[7] * xPred[33, 7]
+ pred[34] <- 0 + beta[1] * xPred[34, 1] + beta[2] * xPred[34, 2] + beta[3] * xPred[34, 3] + beta[4] * xPred[34, 4] + beta[5] * xPred[34, 5] + beta[6] * xPred[34, 6] + beta[7] * xPred[34, 7]
+ pred[35] <- 0 + beta[1] * xPred[35, 1] + beta[2] * xPred[35, 2] + beta[3] * xPred[35, 3] + beta[4] * xPred[35, 4] + beta[5] * xPred[35, 5] + beta[6] * xPred[35, 6] + beta[7] * xPred[35, 7]
+ pred[36] <- 0 + beta[1] * xPred[36, 1] + beta[2] * xPred[36, 2] + beta[3] * xPred[36, 3] + beta[4] * xPred[36, 4] + beta[5] * xPred[36, 5] + beta[6] * xPred[36, 6] + beta[7] * xPred[36, 7]
+ pred[37] <- 0 + beta[1] * xPred[37, 1] + beta[2] * xPred[37, 2] + beta[3] * xPred[37, 3] + beta[4] * xPred[37, 4] + beta[5] * xPred[37, 5] + beta[6] * xPred[37, 6] + beta[7] * xPred[37, 7]
+ pred[38] <- 0 + beta[1] * xPred[38, 1] + beta[2] * xPred[38, 2] + beta[3] * xPred[38, 3] + beta[4] * xPred[38, 4] + beta[5] * xPred[38, 5] + beta[6] * xPred[38, 6] + beta[7] * xPred[38, 7]
+ pred[39] <- 0 + beta[1] * xPred[39, 1] + beta[2] * xPred[39, 2] + beta[3] * xPred[39, 3] + beta[4] * xPred[39, 4] + beta[5] * xPred[39, 5] + beta[6] * xPred[39, 6] + beta[7] * xPred[39, 7]
+ pred[40] <- 0 + beta[1] * xPred[40, 1] + beta[2] * xPred[40, 2] + beta[3] * xPred[40, 3] + beta[4] * xPred[40, 4] + beta[5] * xPred[40, 5] + beta[6] * xPred[40, 6] + beta[7] * xPred[40, 7]
+ pred[41] <- 0 + beta[1] * xPred[41, 1] + beta[2] * xPred[41, 2] + beta[3] * xPred[41, 3] + beta[4] * xPred[41, 4] + beta[5] * xPred[41, 5] + beta[6] * xPred[41, 6] + beta[7] * xPred[41, 7]
+ pred[42] <- 0 + beta[1] * xPred[42, 1] + beta[2] * xPred[42, 2] + beta[3] * xPred[42, 3] + beta[4] * xPred[42, 4] + beta[5] * xPred[42, 5] + beta[6] * xPred[42, 6] + beta[7] * xPred[42, 7]
+ pred[43] <- 0 + beta[1] * xPred[43, 1] + beta[2] * xPred[43, 2] + beta[3] * xPred[43, 3] + beta[4] * xPred[43, 4] + beta[5] * xPred[43, 5] + beta[6] * xPred[43, 6] + beta[7] * xPred[43, 7]
+ pred[44] <- 0 + beta[1] * xPred[44, 1] + beta[2] * xPred[44, 2] + beta[3] * xPred[44, 3] + beta[4] * xPred[44, 4] + beta[5] * xPred[44, 5] + beta[6] * xPred[44, 6] + beta[7] * xPred[44, 7]
+ pred[45] <- 0 + beta[1] * xPred[45, 1] + beta[2] * xPred[45, 2] + beta[3] * xPred[45, 3] + beta[4] * xPred[45, 4] + beta[5] * xPred[45, 5] + beta[6] * xPred[45, 6] + beta[7] * xPred[45, 7]
+ pred[46] <- 0 + beta[1] * xPred[46, 1] + beta[2] * xPred[46, 2] + beta[3] * xPred[46, 3] + beta[4] * xPred[46, 4] + beta[5] * xPred[46, 5] + beta[6] * xPred[46, 6] + beta[7] * xPred[46, 7]
+ pred[47] <- 0 + beta[1] * xPred[47, 1] + beta[2] * xPred[47, 2] + beta[3] * xPred[47, 3] + beta[4] * xPred[47, 4] + beta[5] * xPred[47, 5] + beta[6] * xPred[47, 6] + beta[7] * xPred[47, 7]
+ pred[48] <- 0 + beta[1] * xPred[48, 1] + beta[2] * xPred[48, 2] + beta[3] * xPred[48, 3] + beta[4] * xPred[48, 4] + beta[5] * xPred[48, 5] + beta[6] * xPred[48, 6] + beta[7] * xPred[48, 7]
+ pred[49] <- 0 + beta[1] * xPred[49, 1] + beta[2] * xPred[49, 2] + beta[3] * xPred[49, 3] + beta[4] * xPred[49, 4] + beta[5] * xPred[49, 5] + beta[6] * xPred[49, 6] + beta[7] * xPred[49, 7]
+ pred[50] <- 0 + beta[1] * xPred[50, 1] + beta[2] * xPred[50, 2] + beta[3] * xPred[50, 3] + beta[4] * xPred[50, 4] + beta[5] * xPred[50, 5] + beta[6] * xPred[50, 6] + beta[7] * xPred[50, 7]
+ pred[51] <- 0 + beta[1] * xPred[51, 1] + beta[2] * xPred[51, 2] + beta[3] * xPred[51, 3] + beta[4] * xPred[51, 4] + beta[5] * xPred[51, 5] + beta[6] * xPred[51, 6] + beta[7] * xPred[51, 7]
+ pred[52] <- 0 + beta[1] * xPred[52, 1] + beta[2] * xPred[52, 2] + beta[3] * xPred[52, 3] + beta[4] * xPred[52, 4] + beta[5] * xPred[52, 5] + beta[6] * xPred[52, 6] + beta[7] * xPred[52, 7]
+ pred[53] <- 0 + beta[1] * xPred[53, 1] + beta[2] * xPred[53, 2] + beta[3] * xPred[53, 3] + beta[4] * xPred[53, 4] + beta[5] * xPred[53, 5] + beta[6] * xPred[53, 6] + beta[7] * xPred[53, 7]
+ pred[54] <- 0 + beta[1] * xPred[54, 1] + beta[2] * xPred[54, 2] + beta[3] * xPred[54, 3] + beta[4] * xPred[54, 4] + beta[5] * xPred[54, 5] + beta[6] * xPred[54, 6] + beta[7] * xPred[54, 7]
+ pred[55] <- 0 + beta[1] * xPred[55, 1] + beta[2] * xPred[55, 2] + beta[3] * xPred[55, 3] + beta[4] * xPred[55, 4] + beta[5] * xPred[55, 5] + beta[6] * xPred[55, 6] + beta[7] * xPred[55, 7]
+ pred[56] <- 0 + beta[1] * xPred[56, 1] + beta[2] * xPred[56, 2] + beta[3] * xPred[56, 3] + beta[4] * xPred[56, 4] + beta[5] * xPred[56, 5] + beta[6] * xPred[56, 6] + beta[7] * xPred[56, 7]
+ pred[57] <- 0 + beta[1] * xPred[57, 1] + beta[2] * xPred[57, 2] + beta[3] * xPred[57, 3] + beta[4] * xPred[57, 4] + beta[5] * xPred[57, 5] + beta[6] * xPred[57, 6] + beta[7] * xPred[57, 7]
+ pred[58] <- 0 + beta[1] * xPred[58, 1] + beta[2] * xPred[58, 2] + beta[3] * xPred[58, 3] + beta[4] * xPred[58, 4] + beta[5] * xPred[58, 5] + beta[6] * xPred[58, 6] + beta[7] * xPred[58, 7]
+ pred[59] <- 0 + beta[1] * xPred[59, 1] + beta[2] * xPred[59, 2] + beta[3] * xPred[59, 3] + beta[4] * xPred[59, 4] + beta[5] * xPred[59, 5] + beta[6] * xPred[59, 6] + beta[7] * xPred[59, 7]
+ pred[60] <- 0 + beta[1] * xPred[60, 1] + beta[2] * xPred[60, 2] + beta[3] * xPred[60, 3] + beta[4] * xPred[60, 4] + beta[5] * xPred[60, 5] + beta[6] * xPred[60, 6] + beta[7] * xPred[60, 7]
+ pred[61] <- 0 + beta[1] * xPred[61, 1] + beta[2] * xPred[61, 2] + beta[3] * xPred[61, 3] + beta[4] * xPred[61, 4] + beta[5] * xPred[61, 5] + beta[6] * xPred[61, 6] + beta[7] * xPred[61, 7]
+ pred[62] <- 0 + beta[1] * xPred[62, 1] + beta[2] * xPred[62, 2] + beta[3] * xPred[62, 3] + beta[4] * xPred[62, 4] + beta[5] * xPred[62, 5] + beta[6] * xPred[62, 6] + beta[7] * xPred[62, 7]
+ pred[63] <- 0 + beta[1] * xPred[63, 1] + beta[2] * xPred[63, 2] + beta[3] * xPred[63, 3] + beta[4] * xPred[63, 4] + beta[5] * xPred[63, 5] + beta[6] * xPred[63, 6] + beta[7] * xPred[63, 7]
+ pred[64] <- 0 + beta[1] * xPred[64, 1] + beta[2] * xPred[64, 2] + beta[3] * xPred[64, 3] + beta[4] * xPred[64, 4] + beta[5] * xPred[64, 5] + beta[6] * xPred[64, 6] + beta[7] * xPred[64, 7]
+ pred[65] <- 0 + beta[1] * xPred[65, 1] + beta[2] * xPred[65, 2] + beta[3] * xPred[65, 3] + beta[4] * xPred[65, 4] + beta[5] * xPred[65, 5] + beta[6] * xPred[65, 6] + beta[7] * xPred[65, 7]
+ pred[66] <- 0 + beta[1] * xPred[66, 1] + beta[2] * xPred[66, 2] + beta[3] * xPred[66, 3] + beta[4] * xPred[66, 4] + beta[5] * xPred[66, 5] + beta[6] * xPred[66, 6] + beta[7] * xPred[66, 7]
+ pred[67] <- 0 + beta[1] * xPred[67, 1] + beta[2] * xPred[67, 2] + beta[3] * xPred[67, 3] + beta[4] * xPred[67, 4] + beta[5] * xPred[67, 5] + beta[6] * xPred[67, 6] + beta[7] * xPred[67, 7]
+ pred[68] <- 0 + beta[1] * xPred[68, 1] + beta[2] * xPred[68, 2] + beta[3] * xPred[68, 3] + beta[4] * xPred[68, 4] + beta[5] * xPred[68, 5] + beta[6] * xPred[68, 6] + beta[7] * xPred[68, 7]
+ pred[69] <- 0 + beta[1] * xPred[69, 1] + beta[2] * xPred[69, 2] + beta[3] * xPred[69, 3] + beta[4] * xPred[69, 4] + beta[5] * xPred[69, 5] + beta[6] * xPred[69, 6] + beta[7] * xPred[69, 7]
+ pred[70] <- 0 + beta[1] * xPred[70, 1] + beta[2] * xPred[70, 2] + beta[3] * xPred[70, 3] + beta[4] * xPred[70, 4] + beta[5] * xPred[70, 5] + beta[6] * xPred[70, 6] + beta[7] * xPred[70, 7]
+ pred[71] <- 0 + beta[1] * xPred[71, 1] + beta[2] * xPred[71, 2] + beta[3] * xPred[71, 3] + beta[4] * xPred[71, 4] + beta[5] * xPred[71, 5] + beta[6] * xPred[71, 6] + beta[7] * xPred[71, 7]
+ pred[72] <- 0 + beta[1] * xPred[72, 1] + beta[2] * xPred[72, 2] + beta[3] * xPred[72, 3] + beta[4] * xPred[72, 4] + beta[5] * xPred[72, 5] + beta[6] * xPred[72, 6] + beta[7] * xPred[72, 7]
+ pred[73] <- 0 + beta[1] * xPred[73, 1] + beta[2] * xPred[73, 2] + beta[3] * xPred[73, 3] + beta[4] * xPred[73, 4] + beta[5] * xPred[73, 5] + beta[6] * xPred[73, 6] + beta[7] * xPred[73, 7]
+ pred[74] <- 0 + beta[1] * xPred[74, 1] + beta[2] * xPred[74, 2] + beta[3] * xPred[74, 3] + beta[4] * xPred[74, 4] + beta[5] * xPred[74, 5] + beta[6] * xPred[74, 6] + beta[7] * xPred[74, 7]
+ pred[75] <- 0 + beta[1] * xPred[75, 1] + beta[2] * xPred[75, 2] + beta[3] * xPred[75, 3] + beta[4] * xPred[75, 4] + beta[5] * xPred[75, 5] + beta[6] * xPred[75, 6] + beta[7] * xPred[75, 7]
+ pred[76] <- 0 + beta[1] * xPred[76, 1] + beta[2] * xPred[76, 2] + beta[3] * xPred[76, 3] + beta[4] * xPred[76, 4] + beta[5] * xPred[76, 5] + beta[6] * xPred[76, 6] + beta[7] * xPred[76, 7]
+ pred[77] <- 0 + beta[1] * xPred[77, 1] + beta[2] * xPred[77, 2] + beta[3] * xPred[77, 3] + beta[4] * xPred[77, 4] + beta[5] * xPred[77, 5] + beta[6] * xPred[77, 6] + beta[7] * xPred[77, 7]
+ pred[78] <- 0 + beta[1] * xPred[78, 1] + beta[2] * xPred[78, 2] + beta[3] * xPred[78, 3] + beta[4] * xPred[78, 4] + beta[5] * xPred[78, 5] + beta[6] * xPred[78, 6] + beta[7] * xPred[78, 7]
+ pred[79] <- 0 + beta[1] * xPred[79, 1] + beta[2] * xPred[79, 2] + beta[3] * xPred[79, 3] + beta[4] * xPred[79, 4] + beta[5] * xPred[79, 5] + beta[6] * xPred[79, 6] + beta[7] * xPred[79, 7]
+ pred[80] <- 0 + beta[1] * xPred[80, 1] + beta[2] * xPred[80, 2] + beta[3] * xPred[80, 3] + beta[4] * xPred[80, 4] + beta[5] * xPred[80, 5] + beta[6] * xPred[80, 6] + beta[7] * xPred[80, 7]
+ pred[81] <- 0 + beta[1] * xPred[81, 1] + beta[2] * xPred[81, 2] + beta[3] * xPred[81, 3] + beta[4] * xPred[81, 4] + beta[5] * xPred[81, 5] + beta[6] * xPred[81, 6] + beta[7] * xPred[81, 7]
+ pred[82] <- 0 + beta[1] * xPred[82, 1] + beta[2] * xPred[82, 2] + beta[3] * xPred[82, 3] + beta[4] * xPred[82, 4] + beta[5] * xPred[82, 5] + beta[6] * xPred[82, 6] + beta[7] * xPred[82, 7]
+ pred[83] <- 0 + beta[1] * xPred[83, 1] + beta[2] * xPred[83, 2] + beta[3] * xPred[83, 3] + beta[4] * xPred[83, 4] + beta[5] * xPred[83, 5] + beta[6] * xPred[83, 6] + beta[7] * xPred[83, 7]
+ pred[84] <- 0 + beta[1] * xPred[84, 1] + beta[2] * xPred[84, 2] + beta[3] * xPred[84, 3] + beta[4] * xPred[84, 4] + beta[5] * xPred[84, 5] + beta[6] * xPred[84, 6] + beta[7] * xPred[84, 7]
}
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