Knots splineparams7bd bssales knots

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degree = splineParams[[7]]$degree, Boundary.knots = splineParams[[7]]$bd) + bs(sales, knots = splineParams[[8]]$knots, degree = splineParams[[8]]$degree, Boundary.knots = splineParams[[8]]$bd) + bs(ads, knots = splineParams[[9]]$knots, degree = splineParams[[9]]$degree, Boundary.knots = splineParams[[9]]$bd) + bs(rd, knots = splineParams[[10]]$knots, degree = splineParams[[10]]$degree, Boundary.knots = splineParams[[10]]$bd) + bs(bookval, knots = splineParams[[11]]$knots, degree = splineParams[[11]]$degree, Boundary.knots = splineParams[[11]]$bd) + bs(mv, knots = splineParams[[12]]$knots, degree = splineParams[[12]]$degree, Boundary.knots = splineParams[[12]]$bd) + 23
bs(year, knots = splineParams[[2]]$knots, degree = splineParams[[2]]$degree, Boundary.knots = splineParams[[2]]$bd) + bs(assets, knots = splineParams[[3]]$knots, degree = splineParams[[3]]$degree, Boundary.knots = splineParams[[3]]$bd) + ltd + bs(ebitda, knots = splineParams[[6]]$knots, degree = splineParams[[6]]$degree, Boundary.knots = splineParams[[6]]$bd), family = gaussian(link = identity), data = data) [[6]]$knotsSelected [1] -3.523 -3.394 -1.661 [[6]]$baseModelFits CV fitStat 19.27726 78901.67152 [[6]]$modelfits CV fitStat 19.27726 78901.67152 [[7]] [[7]]$term [1] "bs(ppe, knots = splineParams[[7]]$knots, degree=splineParams[[7]]$degree, Boundary.knots=splinePara [[7]]$kept [1] "YES - new knots" [[7]]$basemodelformula glm(formula = response ~ as.factor(indclass) + bs(sales, knots = splineParams[[8]]$knots, degree = splineParams[[8]]$degree, Boundary.knots = splineParams[[8]]$bd) + bs(ads, knots = splineParams[[9]]$knots, degree = splineParams[[9]]$degree, Boundary.knots = splineParams[[9]]$bd) + bs(rd, knots = splineParams[[10]]$knots, degree = splineParams[[10]]$degree, Boundary.knots = splineParams[[10]]$bd) + bs(bookval, knots = splineParams[[11]]$knots, degree = splineParams[[11]]$degree, Boundary.knots = splineParams[[11]]$bd) + bs(mv, knots = splineParams[[12]]$knots, degree = splineParams[[12]]$degree, Boundary.knots = splineParams[[12]]$bd) + bs(year, knots = splineParams[[2]]$knots, degree = splineParams[[2]]$degree, Boundary.knots = splineParams[[2]]$bd) + bs(assets, knots = splineParams[[3]]$knots, degree = splineParams[[3]]$degree, Boundary.knots = splineParams[[3]]$bd) + ltd + bs(ebitda, knots = splineParams[[6]]$knots, degree = splineParams[[6]]$degree, Boundary.knots = splineParams[[6]]$bd) + bs(ppe, knots = splineParams[[7]]$knots, degree = splineParams[[7]]$degree, Boundary.knots = splineParams[[7]]$bd), family = gaussian(link = identity), data = data) [[7]]$knotsSelected [1] 4.121 70.987 [[7]]$baseModelFits CV fitStat 19.26229 78897.77483 [[7]]$modelfits CV fitStat 19.26229 78897.77483 24
[[8]] [[8]]$term [1] "bs(sales, knots = splineParams[[8]]$knots, degree=splineParams[[8]]$degree, Boundary.knots=splinePa [[8]]$kept [1] "YES - new knots" [[8]]$basemodelformula glm(formula = response ~ as.factor(indclass) + bs(ads, knots = splineParams[[9]]$knots, degree = splineParams[[9]]$degree, Boundary.knots = splineParams[[9]]$bd) + bs(rd, knots = splineParams[[10]]$knots, degree = splineParams[[10]]$degree, Boundary.knots = splineParams[[10]]$bd) + bs(bookval, knots = splineParams[[11]]$knots, degree = splineParams[[11]]$degree, Boundary.knots = splineParams[[11]]$bd) + bs(mv, knots = splineParams[[12]]$knots, degree = splineParams[[12]]$degree, Boundary.knots = splineParams[[12]]$bd) + bs(year, knots = splineParams[[2]]$knots, degree = splineParams[[2]]$degree, Boundary.knots = splineParams[[2]]$bd) + bs(assets, knots = splineParams[[3]]$knots, degree = splineParams[[3]]$degree, Boundary.knots = splineParams[[3]]$bd) + ltd + bs(ebitda, knots = splineParams[[6]]$knots, degree = splineParams[[6]]$degree, Boundary.knots = splineParams[[6]]$bd) + bs(ppe, knots = splineParams[[7]]$knots,

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