255/dieresis] >> %PDF-1.2 %���� /LastChar 196 Let f denote the probability density function of X, so that f(n)=ℙ(X= n), n∈ℕ. 3 0 obj << /Differences[0/Gamma/Delta/Theta/Lambda/Xi/Pi/Sigma/Upsilon/Phi/Psi/Omega/ff/fi/fl/ffi/ffl/dotlessi/dotlessj/grave/acute/caron/breve/macron/ring/cedilla/germandbls/ae/oe/oslash/AE/OE/Oslash/suppress/exclam/quotedblright/numbersign/sterling/percent/ampersand/quoteright/parenleft/parenright/asterisk/plus/comma/hyphen/period/slash/zero/one/two/three/four/five/six/seven/eight/nine/colon/semicolon/exclamdown/equal/questiondown/question/at/A/B/C/D/E/F/G/H/I/J/K/L/M/N/O/P/Q/R/S/T/U/V/W/X/Y/Z/bracketleft/quotedblleft/bracketright/circumflex/dotaccent/quoteleft/a/b/c/d/e/f/g/h/i/j/k/l/m/n/o/p/q/r/s/t/u/v/w/x/y/z/endash/emdash/hungarumlaut/tilde/dieresis/Gamma/Delta/Theta/Lambda/Xi/Pi/Sigma/Upsilon/Phi/Psi/Omega/ff/fi/fl/ffi/ffl/dotlessi/dotlessj/grave/acute/caron/breve/macron/ring/cedilla/germandbls/ae/oe/oslash/AE/OE/Oslash/suppress/Gamma/Delta/Theta/Lambda/Xi/Pi/Sigma/Upsilon/Phi/Psi /Widths[300 500 800 755.2 800 750 300 400 400 500 750 300 350 300 500 500 500 500 /Filter /FlateDecode Show that G(t)=∑ n=0 ∞ f(n) tn Thus, G(t) is a power series in t, with the values of the probability density function as the coefficients. /Encoding 7 0 R 22 0 obj 743.3 743.3 613.3 306.7 514.4 306.7 511.1 306.7 306.7 511.1 460 460 511.1 460 306.7 726.9 726.9 976.9 726.9 726.9 600 300 500 300 500 300 300 500 450 450 500 450 300 Aneesha Manne, Lara Zeng Generating Functions 14 / … /Differences[33/exclam/quotedblright/numbersign/dollar/percent/ampersand/quoteright/parenleft/parenright/asterisk/plus/comma/hyphen/period/slash/zero/one/two/three/four/five/six/seven/eight/nine/colon/semicolon/exclamdown/equal/questiondown/question/at/A/B/C/D/E/F/G/H/I/J/K/L/M/N/O/P/Q/R/S/T/U/V/W/X/Y/Z/bracketleft/quotedblleft/bracketright/circumflex/dotaccent/quoteleft/a/b/c/d/e/f/g/h/i/j/k/l/m/n/o/p/q/r/s/t/u/v/w/x/y/z/endash/emdash/hungarumlaut/tilde/dieresis/Gamma/Delta/Theta/Lambda/Xi/Pi/Sigma/Upsilon/Phi/Psi/Omega/ff/fi/fl/ffi/ffl/dotlessi/dotlessj/grave/acute/caron/breve/macron/ring/cedilla/germandbls/ae/oe/oslash/AE/OE/Oslash/suppress/Gamma/Delta/Theta/Lambda/Xi/Pi/Sigma/Upsilon/Phi/Psi 17 0 obj /Type/Font /Filter[/FlateDecode] /FontDescriptor 9 0 R In this case we can define a class BrA, called B minus A, by saying that 761.6 272 489.6] /Encoding 11 0 R /Subtype/Type1 stream Def’n: the cumulant generating function of a variable X by K X(t) = log(M X(t)). 272 272 489.6 544 435.2 544 435.2 299.2 489.6 544 272 299.2 516.8 272 816 544 489.6 /BaseFont/RLHXZG+CMBX12 ;x2f0;1;2;:::gis given by M(x;t) = expf¡„gexpf„etg, and 173/Omega/ff/fi/fl/ffi/ffl/dotlessi/dotlessj/grave/acute/caron/breve/macron/ring/cedilla/germandbls/ae/oe/oslash/AE/OE/Oslash/suppress/dieresis /Name/F3 endobj /Subtype/Type1 489.6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 611.8 816 /FontDescriptor 16 0 R /Name/F1 /LastChar 196 stream ; is called the exponential generating function of the sequence ff ng n 0. 150 0 obj << /Linearized 1 /O 152 /H [ 627 1210 ] /L 85796 /E 3142 /N 32 /T 82677 >> endobj xref 150 10 0000000016 00000 n /LastChar 196 0000001997 00000 n /FirstChar 33 306.7 511.1 511.1 511.1 511.1 511.1 511.1 511.1 511.1 511.1 511.1 511.1 306.7 306.7 460 511.1 306.7 306.7 460 255.6 817.8 562.2 511.1 511.1 460 421.7 408.9 332.2 536.7 525 768.9 627.2 896.7 743.3 766.7 678.3 766.7 729.4 562.2 715.6 743.3 743.3 998.9 allows for f n to grow faster. 450 500 300 300 450 250 800 550 500 500 450 412.5 400 325 525 450 650 450 475 400 << 4 CHAPTER 2. << 20 0 obj 562.5 562.5 562.5 562.5 562.5 562.5 562.5 562.5 562.5 562.5 562.5 312.5 312.5 342.6 14 0 obj 0000002597 00000 n 0000002909 00000 n << 593.8 500 562.5 1125 562.5 562.5 562.5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 x��\[�$�~ׯ�?0��w7�y��! 173/Omega/ff/fi/fl/ffi/ffl/dotlessi/dotlessj/grave/acute/caron/breve/macron/ring/cedilla/germandbls/ae/oe/oslash/AE/OE/Oslash/suppress/dieresis xڕVK�7��W�QSe��`^׍��c����r� �D$�R���C�n�.W.�����׏!ɳ. 544 516.8 380.8 386.2 380.8 544 516.8 707.2 516.8 516.8 435.2 489.6 979.2 489.6 489.6 '��a�����m�ߏ�RI%u���&^���VK�R]����+�a�J��f�L���5;�u�~�O���6���4}���߉��)=�I��4V��|��VO�M=s��7MO���M���9V3k6�t9S�L/t:qỡ�Y�U�Q�����_B����?��?�Gtz#�N����������_y\3e�W?e��`�LN�U���`�'1 3�½l��uR���_L�E���i�F���ido��t���8R컿z�l��T�0&⊳��9��D��F�1�9�ƨYu$�]a��)�;ۂ������;}������-e/��O�=�f/��;J)�������W\���rZ쯺����rR�^̡�rQ�w�p{��W�����^S�ؽm�����j��;o�_�'}q�Q�>&��8��E,��;�]L��{ڨ�`4��g���{�d�5�ԧ'*�5��rY����[8S�έ$�Z trailer << /Size 160 /Info 148 0 R /Root 151 0 R /Prev 82666 /ID[] >> startxref 0 %%EOF 151 0 obj << /Type /Catalog /Pages 144 0 R /Metadata 149 0 R >> endobj 158 0 obj << /S 1326 /Filter /FlateDecode /Length 159 0 R >> stream Note: mgfs are all positive so that the cumulant generating functions are defined wherever the mgfs are. 1. 299.2 489.6 489.6 489.6 489.6 489.6 734 435.2 489.6 707.2 761.6 489.6 883.8 992.6 /Widths[306.7 514.4 817.8 769.1 817.8 766.7 306.7 408.9 408.9 511.1 766.7 306.7 357.8 /FontDescriptor 19 0 R %PDF-1.4 687.5 312.5 581 312.5 562.5 312.5 312.5 546.9 625 500 625 513.3 343.8 562.5 625 312.5 >> 500 500 500 500 500 500 500 300 300 300 750 500 500 750 726.9 688.4 700 738.4 663.4 /Length 981 Show that the moment generating function of the Poisson p.d.f. /Type/Font /BaseFont/XDSHLI+CMR12 10 0 obj >> 462.4 761.6 734 693.4 707.2 747.8 666.2 639 768.3 734 353.2 503 761.2 611.8 897.2 Exponential Generating Function Let ff ng n 0 be a sequence of real numbers. endobj /BaseFont/MBGKWI+CMTI12 �����l��l�/�c�������=c���F6�V;ǦΜD�˕��:��9����G�,[. endobj GENERATING FUNCTIONS only finitely many nonzero coefficients [i.e., if A(x) is a polynomial], then B(x) can be arbitrary. 675.9 1067.1 879.6 844.9 768.5 844.9 839.1 625 782.4 864.6 849.5 1162 849.5 849.5 343.8 593.8 312.5 937.5 625 562.5 625 593.8 459.5 443.8 437.5 625 593.8 812.5 593.8 /Name/F2 7 0 obj 761.6 679.6 652.8 734 707.2 761.6 707.2 761.6 0 0 707.2 571.2 544 544 816 816 272

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