Preface to first edition |
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Preface to second edition |
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ix | |
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xvii | |
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1 | (18) |
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1 | (4) |
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5 | (10) |
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6 | (4) |
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10 | (2) |
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12 | (3) |
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15 | (4) |
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A Primer on Tempered Distributions |
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19 | (18) |
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20 | (2) |
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22 | (3) |
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25 | (5) |
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Simple properties based on duality |
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27 | (2) |
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29 | (1) |
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30 | (2) |
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32 | (1) |
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33 | (2) |
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35 | (1) |
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35 | (2) |
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An Introduction to Orthogonal Wavelet Theory |
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37 | (36) |
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38 | (6) |
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44 | (9) |
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Reproducing kernels and a moment condition |
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53 | (2) |
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Regularity of wavelets as a moment condition |
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55 | (9) |
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59 | (5) |
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Mallat's decomposition and reconstruction algorithm |
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64 | (1) |
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65 | (5) |
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70 | (3) |
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Convergence and Summability of Fourier Series |
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73 | (18) |
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73 | (6) |
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79 | (2) |
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81 | (3) |
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84 | (3) |
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87 | (4) |
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Wavelets and Tempered Distributions |
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91 | (18) |
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Multiresolution analysis of tempered distributions |
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92 | (3) |
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Wavelets based on distributions |
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95 | (5) |
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Distribution solutions of dilation equations |
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95 | (4) |
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A partial distributional multiresolution analysis |
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99 | (1) |
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Distributions with point support |
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100 | (4) |
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Approximation with impulse trains |
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104 | (3) |
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107 | (2) |
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109 | (20) |
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109 | (5) |
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Classical orthogonal polynomials |
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114 | (12) |
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115 | (4) |
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119 | (1) |
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120 | (1) |
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121 | (5) |
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126 | (3) |
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129 | (32) |
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Self adjoint eigenvalue problems on finite intervals |
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130 | (2) |
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Hilbert-Schmidt integral operators |
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132 | (2) |
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An anomaly: the prolate spheroidal functions |
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134 | (1) |
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135 | (5) |
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140 | (2) |
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142 | (1) |
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143 | (7) |
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144 | (2) |
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Periodic wavelets from scratch |
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146 | (4) |
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Local sine or cosine basis |
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150 | (4) |
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154 | (5) |
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159 | (2) |
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Pointwise Convergence of Wavelet Expansions |
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161 | (26) |
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Reproducing kernel delta sequences |
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162 | (1) |
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Positive and quasi-positive delta sequences |
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163 | (6) |
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Local convergence of distribution expansions |
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169 | (3) |
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Convergence almost everywhere |
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172 | (1) |
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Rate of convergence of the delta sequence |
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173 | (4) |
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Other partial sums of the wavelet expansion |
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177 | (1) |
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178 | (3) |
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Positive scaling functions |
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181 | (5) |
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181 | (1) |
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182 | (4) |
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186 | (1) |
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A Shannon Sampling Theorem in Wavelet Subspaces |
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187 | (30) |
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188 | (1) |
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The sampling sequence in Vm |
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189 | (2) |
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Examples of sampling theorems |
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191 | (4) |
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The sampling sequence in Tm |
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195 | (2) |
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197 | (2) |
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Gibbs phenomenon for sampling series |
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199 | (13) |
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The Shannon case revisited |
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201 | (1) |
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201 | (11) |
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Irregular sampling in wavelet subspaces |
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212 | (2) |
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214 | (3) |
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Extensions of Wavelet Sampling Theorems |
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217 | (38) |
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Oversampling with scaling functions |
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218 | (5) |
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223 | (2) |
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225 | (3) |
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The convergence of the positive hybrid series |
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228 | (4) |
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Cardinal scaling functions |
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232 | (8) |
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Interpolating multiwavelets |
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240 | (2) |
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Orthogonal finite element multiwavelets |
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242 | (10) |
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244 | (1) |
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245 | (7) |
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252 | (3) |
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Translation and Dilation Invariance in Orthogonal Systems |
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255 | (14) |
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255 | (1) |
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256 | (1) |
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An example where everything works |
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257 | (1) |
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An example where nothing works |
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258 | (1) |
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Weak translation invariance |
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259 | (6) |
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Dilations and other operations |
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265 | (2) |
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267 | (2) |
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Analytic Representations Via Orthogonal Series |
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269 | (26) |
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270 | (4) |
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274 | (6) |
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Legendre polynomial series |
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280 | (2) |
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Analytic and harmonic wavelets |
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282 | (4) |
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Analytic solutions to dilation equations |
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286 | (1) |
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Analytic representation of distributions by wavelets |
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287 | (4) |
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Wavelets analytic in the entire complex plane |
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291 | (2) |
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293 | (2) |
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Orthogonal Series in Statistics |
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295 | (34) |
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Fourier series density estimators |
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296 | (3) |
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Hermite series density estimators |
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299 | (2) |
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The histogram as a wavelet estimator |
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301 | (4) |
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Smooth wavelet estimators of density |
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305 | (4) |
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309 | (1) |
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Positive density estimators based on characteristic functions |
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310 | (2) |
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Positive estimators based on positive wavelets |
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312 | (6) |
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316 | (2) |
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Density estimation with noisy data |
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318 | (4) |
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Other estimation with wavelets |
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322 | (2) |
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Spectral density estimation |
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322 | (2) |
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324 | (1) |
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324 | (2) |
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326 | (3) |
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Orthogonal Systems and Stochastic Processes |
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329 | (22) |
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329 | (3) |
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Stationary processes and wavelets |
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332 | (3) |
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A series with uncorrelated coefficients |
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335 | (6) |
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Wavelets based on band limited processes |
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341 | (4) |
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345 | (4) |
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349 | (2) |
Bibliography |
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351 | (12) |
Index |
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363 | |