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1.1 ! root 1: basis functions, 214-216,218,224,227 ! 2: bin smoother, 205,213 ! 3: boundary knots, 215,227 ! 4: brand, 202 ! 5: building block, 200,208,225 ! 6: categorical, 200 ! 7: close, 206 ! 8: computational aspects, 215,218 ! 9: computational issues, 210 ! 10: cubic smoothing spline, 217,219-220,227 ! 11: cubic splines, 214 ! 12: degrees of freedom, 211 ! 13: derivation of smoothing splines, 227 ! 14: effective dimension, 218 ! 15: efficient kernel smoothing, 228 ! 16: equivalent degrees of freedom, 213 ! 17: equivalent kernel, 211,213,217,220,228 ! 18: equivalent kernels, 211 ! 19: estimating equations, 228 ! 20: euclidean distance, 222 ! 21: fine grid, 210,228 ! 22: fitted smooth, 202,210 ! 23: fundamental tradeoff between bias and variance, 202 ! 24: hanning, 211 ! 25: infinitely smooth, 204 ! 26: interior knots, 213,215,217-218,227 ! 27: kernel smooth, 210,228 ! 28: kernel smoother, 208,210,222-223,225 ! 29: kernel, 208,220 ! 30: knots, 213 ! 31: least-squares line, 206-207,218,227 ! 32: linear, 211 ! 33: local averaging, 202,220 ! 34: locally weighted running-line smoothers, 220 ! 35: locally-weighted running-lines, 208,225 ! 36: loess smooth, 213 ! 37: loess, 208,220-221 ! 38: metric distance, 210 ! 39: metric, 210 ! 40: moving average, 200,206 ! 41: multi-predictor smoothers, 224-225 ! 42: multiple regression, 214,222 ! 43: natural cubic spline, 218 ! 44: natural splines, 214-215,218,227 ! 45: natural-spline basis, 219 ! 46: nearest neighbourhood, 206,221 ! 47: nearest neighbours, 220,222 ! 48: nearest, 222 ! 49: neighbourhoods around, 202 ! 50: nonparametric nature, 200 ! 51: number, 215 ! 52: parametric fitting, 205 ! 53: parametric regression, 200,204,225 ! 54: per\penalty \@M \ se, 225 ! 55: piecewise cubic polynomials, 213-214 ! 56: piecewise cubics, 216 ! 57: piecewise polynomials, 213-214 ! 58: piecewise, 213 ! 59: predictor space, 223 ! 60: rank distance, 210 ! 61: regression smoothers, 211 ! 62: regression splines, 205,213,215-217,224 ! 63: rigid form, 200,204 ! 64: robustified, 202 ! 65: running mean, 200,206,210-211,213,222-223 ! 66: running medians and enhancements, 210 ! 67: running-lines smooth, 207-208,218 ! 68: running-lines smoother, 207-208,221,225 ! 69: running-mean and running-lines smoothers, 205 ! 70: scatterplot smooth, 200,202,204 ! 71: scatterplot smoother, 200,204,218,222,225 ! 72: scatterplot smoothing, definition,200,202,204-205 204 ! 73: semi-parametric regression, 228 ! 74: single predictor, 200,222 ! 75: smooth, 200 ! 76: smoothers for multiple predictors, 222 ! 77: smoothing parameter, 202,211,213,217,220-221,225 ! 78: smoothing splines, 220,226,228 ! 79: smoothing, 200,202,208,210-211,213,218,220-221,223-225,228 ! 80: sorted values, 219 ! 81: spaced data, 210-211 ! 82: span, 221 ! 83: standard gaussian density, 209 ! 84: symmetric nearest neighbourhood, 206,221 ! 85: symmetric nearest neighbours, 206,222 ! 86: target point, 206,208,220-223 ! 87: target value, 202,205,208 ! 88: tensor product, 224 ! 89: thin-plate spline, 223 ! 90: time series, 211 ! 91: tri-cube weight, 220 ! 92: twicing, 211 ! 93: unweighted running-lines smoother, 208 ! 94: weight function, 210,220,223 ! 95: weighted least-squares fit, 221 ! 96: weighted least-squares, 208 ! 97: when the knots are given, 216
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