チュートリアル：ノンパラメトリックベイズ
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3 { x,x, L, xn} 2 p( θ, θ, θ, θ, θ, } { θ6
4 p( p(
5 { x,x, L, N} 2 x { θ, θ2, θ3, θ4, θ5, θ6} K n p( θ θ n N n θ x N +
6 { x,x, L, N} 2 x { θ, θ2, θ3, θ4, θ5, θ6} log p( 6 n logθ F 6 log p( + λ θ F θ n θ λ 0 θ N n p( θ θ n n λ N λ x K θ 6 θ n N
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9 n Dir( a + n Dir( + n p( p( { 0.4, 0., 0.0, 0.0, 0.2, 0.3} ˆ {0.25, 0.4, 0., 0., 0.8, 0.2}
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16 ~ θ θ ~ Beta(, ~ ~ θ ( θ l l θ θ 2 Beta(, β θ3 L θ Beta( d, + d Beta(, β ~ θ ~ GEM( ~ ~ θ ~ θ ~ ~ θ θ 2 2 θ3 3
17 { 2 3 θ, θ, θ, Lθ } {, 2, 2,, 2,, p( x p( x p( d next next 3, 2}
18 Dir ( K L L L L K 0 L L L L ( K 4 K
19 { θ, θ2, θ3, Lθ } p( {, 2, 2,, n θ p( DP(, 2,, 3, 2} p( x next x 6 x ( x next x2 x3 2 x4 x 8 x ( x next 2 x ( x next 3 new 8 + ( x next new p( p x p( x p( d ( next next
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22 DP(, {, 2, 2,, 2,, 3, 2} x x2 x3 2 3 x 6 x 4 x 8 x 5 x 7 new DP(, G0 Z {, 2, 2,, 2,, 3, 2} x 2 μ,σ { x, x2, x3, x4, x5, x6, x7, x8} x 6 x 4 p( x x3 μ 3 x 8 2,σ 2 p( μ, σ x 5 L x 7 μ 3,σ G μ, σ 0 new
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一般演題（ポスター）
6 5 13 : 00 14 : 00 A μ 13 : 00 14 : 00 A β β β 13 : 00 14 : 00 A 13 : 00 14 : 00 A 13 : 00 14 : 00 A β 13 : 00 14 : 00 A β 13 : 00 14 : 00 A 13 : 00 14 : 00 A β 13 : 00 14 : 00 A 13 : 00 14 : 00 A
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第89回日本感染症学会学術講演会後抄録（I）
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467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 B =(1+R ) B +G τ C C G τ R B C = a R +a W W ρ W =(1+R ) B +(1+R +δ ) (1 ρ) L B L δ B = λ B + μ (W C λ B )
第86回日本感染症学会総会学術集会後抄録（II）
χ μ μ μ μ β β μ μ μ μ β μ μ μ β β β α β β β λ Ι β μ μ β Δ Δ Δ Δ Δ μ μ α φ φ φ α γ φ φ γ φ φ γ γδ φ γδ γ φ φ φ φ φ φ φ φ φ φ φ φ φ α γ γ γ α α α α α γ γ γ γ γ γ γ α γ α γ γ μ μ κ κ α α α β α
第85 回日本感染症学会総会学術集会後抄録（III）
β β α α α µ µ µ µ α α α α γ αβ α γ α α γ α γ µ µ β β β β β β β β β µ β α µ µ µ β β µ µ µ µ µ µ γ γ γ γ γ γ µ α β γ β β µ µ µ µ µ β β µ β β µ α β β µ µµ β µ µ µ µ µ µ λ µ µ β µ µ µ µ µ µ µ µ
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β α β α β β β α α α Bugula neritina α β β β γ γ γ γ β β γ β β β β γ β β β β β β β β! ! β β β β μ β μ β β β! β β β β β μ! μ! μ! β β α!! β γ β β β β!! β β β β β β! β! β β β!! β β β β β β β β β β β β!
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日本糖尿病学会誌第58巻第1号
α β β β β β β α α β α β α l l α l μ l β l α β β Wfs1 β β l l l l μ l l μ μ l μ l Δ l μ μ l μ l l ll l l l l l l l l μ l l l l μ μ l l l l μ l l l l l l l l l l μ l l l μ l μ l l l l l l l l l μ l l l l
日本糖尿病学会誌第58巻第3号
l l μ l l l l l μ l l l l μ l l l l μ l l l l l l l l l l l l l μ l l l l μ Δ l l l μ Δ μ l l l l μ l l μ l l l l l l l l μ l l l l l μ l l l l l l l l μ l μ l l l l l l l l l l l l μ l l l l β l l l μ
NEXT 1 2 3 1 2 3 4 5 6 1 2 1 2 1 1 1 1 2 3 1 2 3 4 5 6 1 2 3 4 1 2 3 4 5 6 1 2 3 4 5 1 2 3 1 1 2 1 2 3 4 5 6 7 1 2 3 1 2 1 2 3 4 5 6 7 8 9 1 1 1 2 1 2 1 2 3 4 5 6 1 2
204 / CHEMISTRY & CHEMICAL INDUSTRY Vol.69-1 January 2016 047
9 π 046 Vol.69-1 January 2016 204 / CHEMISTRY & CHEMICAL INDUSTRY Vol.69-1 January 2016 047 β γ α / α / 048 Vol.69-1 January 2016 π π π / CHEMISTRY & CHEMICAL INDUSTRY Vol.69-1 January 2016 049 β 050 Vol.69-1
日本糖尿病学会誌第58巻第2号
β γ Δ Δ β β β l l l l μ l l μ l l l l α l l l ω l Δ l l Δ Δ l l l l l l l l l l l l l l α α α α l l l l l l l l l l l μ l l μ l μ l l μ l l μ l l l μ l l l l l l l μ l β l l μ l l l l α l l μ l l
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0 1 2 3 4 5 6 1964 1978 7 0.0015+0.013 8 1 π 2 2 2 1 2 2 ( r 1 + r3 ) + π ( r2 + r3 ) 2 = +1,2100 9 10 11 1.9m 3 0.64m 3 12 13 14 15 16 17 () 0.095% 0.019% 1.29% (0.348%) 0.024% 0.0048% 0.32% (0.0864%)
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A A 506J A15-6 A15-8 A15-8 A15-11 A15-11 A15-14 A15-19 A15-20 A15-24 A15-24 A15-26 A15-27 A15-28 A15-30 A15-32 A15-35 A15-35 A15-38 A15-38 A15-39 A15-40 A15-43 A15-43 A15-47 A15-47 A15-47 A15-47 A15-49
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m d y dt = F m d y = mg dt V y = dy dt d y dt = d dy dt dt = dv y dt dv y dt = g dv y dt = g dt dt dv y = g dt V y ( t) = gt + C V y ( ) = V y ( ) = C = V y t ( ) = gt V y ( t) = dy dt = gt dy = g t dt
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10 log 10 W W 10 L W = 10 log 10 W 10 12 10 log 10 I I 0 I 0 =10 12 I = P2 ρc = ρcv2 L p = 10 log 10 p 2 p 0 2 = 20 log 10 p p = 20 log p 10 0 2 10 5 L 3 = 10 log 10 10 L 1 /10 +10 L 2 ( /10 ) L 1 =10
1 1 1 1 1 1 2 f z 2 C 1, C 2 f 2 C 1, C 2 f(c 2 ) C 2 f(c 1 ) z C 1 f f(z) xy uv ( u v ) = ( a b c d ) ( x y ) + ( p q ) (p + b, q + d) 1 (p + a, q + c) 1 (p, q) 1 1 (b, d) (a, c) 2 3 2 3 a = d, c = b
(interval estimation) 3 (confidence coefficient) µ σ/sqrt(n) 4 P ( (X - µ) / (σ sqrt N < a) = α a α X α µ a σ sqrt N X µ a σ sqrt N 2
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日本糖尿病学会誌第58巻第7号
l l l l β μ l l l l l l α l l l l l l l μ l l l α l l l l l μ l l l l l l l l l l l l l μ l l l l l β l μ l μ l μ l μ l l l l l μ l l l μ l l μ l l l α α l μ l l μ l α l μ l α l l l μ l l l μ l l μ l
330
330 331 332 333 334 t t P 335 t R t t i R +(P P ) P =i t P = R + P 1+i t 336 uc R=uc P 337 338 339 340 341 342 343 π π β τ τ (1+π ) (1 βτ )(1 τ ) (1+π ) (1 βτ ) (1 τ ) (1+π ) (1 τ ) (1 τ ) 344 (1 βτ )(1
Part. 4. () 4.. () 4.. 3 5. 5 5.. 5 5.. 6 5.3. 7 Part 3. 8 6. 8 6.. 8 6.. 8 7. 8 7.. 8 7.. 3 8. 3 9., 34 9.. 34 9.. 37 9.3. 39. 4.. 4.. 43. 46.. 46..
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