rrvadd - Mathbox for Thierry Arnoux

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Theorem rrvadd 32419

Description: The sum of two random variables is a random variable. (Contributed by Thierry Arnoux, 4-Jun-2017.)

**Hypotheses**
Ref	Expression
rrvadd.1	⊢ (𝜑 → 𝑃 ∈ Prob)
rrvadd.2	⊢ (𝜑 → 𝑋 ∈ (rRndVar‘𝑃))
rrvadd.3	⊢ (𝜑 → 𝑌 ∈ (rRndVar‘𝑃))

**Assertion**
Ref	Expression
rrvadd	⊢ (𝜑 → (𝑋 ∘_f + 𝑌) ∈ (rRndVar‘𝑃))

Proof of Theorem rrvadd Dummy variables 𝑎 𝑏 𝑥 𝑦 are mutually distinct and distinct from all other variables.

Step	Hyp	Ref	Expression
1		nfmpt1 5182	. . . 4 ⊢ Ⅎ𝑎(𝑎 ∈ ∪ dom 𝑃 ↦ ⟨(𝑋‘𝑎), (𝑌‘𝑎)⟩)
2		rrvadd.1	. . . . 5 ⊢ (𝜑 → 𝑃 ∈ Prob)
3		rrvadd.2	. . . . 5 ⊢ (𝜑 → 𝑋 ∈ (rRndVar‘𝑃))
4	2, 3	rrvvf 32411	. . . 4 ⊢ (𝜑 → 𝑋:∪ dom 𝑃⟶ℝ)
5		rrvadd.3	. . . . 5 ⊢ (𝜑 → 𝑌 ∈ (rRndVar‘𝑃))
6	2, 5	rrvvf 32411	. . . 4 ⊢ (𝜑 → 𝑌:∪ dom 𝑃⟶ℝ)
7	2	unveldomd 32382	. . . 4 ⊢ (𝜑 → ∪ dom 𝑃 ∈ dom 𝑃)
8		eqidd 2739	. . . 4 ⊢ (𝜑 → (𝑎 ∈ ∪ dom 𝑃 ↦ ⟨(𝑋‘𝑎), (𝑌‘𝑎)⟩) = (𝑎 ∈ ∪ dom 𝑃 ↦ ⟨(𝑋‘𝑎), (𝑌‘𝑎)⟩))
9		eqidd 2739	. . . 4 ⊢ (𝜑 → (𝑥 ∈ ℝ, 𝑦 ∈ ℝ ↦ (𝑥 + 𝑦)) = (𝑥 ∈ ℝ, 𝑦 ∈ ℝ ↦ (𝑥 + 𝑦)))
10	1, 4, 6, 7, 8, 9	ofoprabco 31001	. . 3 ⊢ (𝜑 → (𝑋 ∘_f + 𝑌) = ((𝑥 ∈ ℝ, 𝑦 ∈ ℝ ↦ (𝑥 + 𝑦)) ∘ (𝑎 ∈ ∪ dom 𝑃 ↦ ⟨(𝑋‘𝑎), (𝑌‘𝑎)⟩)))
11		domprobsiga 32378	. . . . 5 ⊢ (𝑃 ∈ Prob → dom 𝑃 ∈ ∪ ran sigAlgebra)
12	2, 11	syl 17	. . . 4 ⊢ (𝜑 → dom 𝑃 ∈ ∪ ran sigAlgebra)
13		brsigarn 32152	. . . . . 6 ⊢ 𝔅_ℝ ∈ (sigAlgebra‘ℝ)
14		elrnsiga 32094	. . . . . 6 ⊢ (𝔅_ℝ ∈ (sigAlgebra‘ℝ) → 𝔅_ℝ ∈ ∪ ran sigAlgebra)
15	13, 14	mp1i 13	. . . . 5 ⊢ (𝜑 → 𝔅_ℝ ∈ ∪ ran sigAlgebra)
16		sxsiga 32159	. . . . 5 ⊢ ((𝔅_ℝ ∈ ∪ ran sigAlgebra ∧ 𝔅_ℝ ∈ ∪ ran sigAlgebra) → (𝔅_ℝ ×_s 𝔅_ℝ) ∈ ∪ ran sigAlgebra)
17	15, 15, 16	syl2anc 584	. . . 4 ⊢ (𝜑 → (𝔅_ℝ ×_s 𝔅_ℝ) ∈ ∪ ran sigAlgebra)
18	2	rrvmbfm 32409	. . . . . 6 ⊢ (𝜑 → (𝑋 ∈ (rRndVar‘𝑃) ↔ 𝑋 ∈ (dom 𝑃MblFnM𝔅_ℝ)))
19	3, 18	mpbid 231	. . . . 5 ⊢ (𝜑 → 𝑋 ∈ (dom 𝑃MblFnM𝔅_ℝ))
20	2	rrvmbfm 32409	. . . . . 6 ⊢ (𝜑 → (𝑌 ∈ (rRndVar‘𝑃) ↔ 𝑌 ∈ (dom 𝑃MblFnM𝔅_ℝ)))
21	5, 20	mpbid 231	. . . . 5 ⊢ (𝜑 → 𝑌 ∈ (dom 𝑃MblFnM𝔅_ℝ))
22		fveq2 6774	. . . . . . 7 ⊢ (𝑎 = 𝑏 → (𝑋‘𝑎) = (𝑋‘𝑏))
23		fveq2 6774	. . . . . . 7 ⊢ (𝑎 = 𝑏 → (𝑌‘𝑎) = (𝑌‘𝑏))
24	22, 23	opeq12d 4812	. . . . . 6 ⊢ (𝑎 = 𝑏 → ⟨(𝑋‘𝑎), (𝑌‘𝑎)⟩ = ⟨(𝑋‘𝑏), (𝑌‘𝑏)⟩)
25	24	cbvmptv 5187	. . . . 5 ⊢ (𝑎 ∈ ∪ dom 𝑃 ↦ ⟨(𝑋‘𝑎), (𝑌‘𝑎)⟩) = (𝑏 ∈ ∪ dom 𝑃 ↦ ⟨(𝑋‘𝑏), (𝑌‘𝑏)⟩)
26	12, 15, 15, 19, 21, 25	mbfmco2 32232	. . . 4 ⊢ (𝜑 → (𝑎 ∈ ∪ dom 𝑃 ↦ ⟨(𝑋‘𝑎), (𝑌‘𝑎)⟩) ∈ (dom 𝑃MblFnM(𝔅_ℝ ×_s 𝔅_ℝ)))
27		eqid 2738	. . . . . . 7 ⊢ (topGen‘ran (,)) = (topGen‘ran (,))
28	27	raddcn 31879	. . . . . 6 ⊢ (𝑥 ∈ ℝ, 𝑦 ∈ ℝ ↦ (𝑥 + 𝑦)) ∈ (((topGen‘ran (,)) ×_t (topGen‘ran (,))) Cn (topGen‘ran (,)))
29	28	a1i 11	. . . . 5 ⊢ (𝜑 → (𝑥 ∈ ℝ, 𝑦 ∈ ℝ ↦ (𝑥 + 𝑦)) ∈ (((topGen‘ran (,)) ×_t (topGen‘ran (,))) Cn (topGen‘ran (,))))
30	27	sxbrsiga 32257	. . . . . 6 ⊢ (𝔅_ℝ ×_s 𝔅_ℝ) = (sigaGen‘((topGen‘ran (,)) ×_t (topGen‘ran (,))))
31	30	a1i 11	. . . . 5 ⊢ (𝜑 → (𝔅_ℝ ×_s 𝔅_ℝ) = (sigaGen‘((topGen‘ran (,)) ×_t (topGen‘ran (,)))))
32		df-brsiga 32150	. . . . . 6 ⊢ 𝔅_ℝ = (sigaGen‘(topGen‘ran (,)))
33	32	a1i 11	. . . . 5 ⊢ (𝜑 → 𝔅_ℝ = (sigaGen‘(topGen‘ran (,))))
34	29, 31, 33	cnmbfm 32230	. . . 4 ⊢ (𝜑 → (𝑥 ∈ ℝ, 𝑦 ∈ ℝ ↦ (𝑥 + 𝑦)) ∈ ((𝔅_ℝ ×_s 𝔅_ℝ)MblFnM𝔅_ℝ))
35	12, 17, 15, 26, 34	mbfmco 32231	. . 3 ⊢ (𝜑 → ((𝑥 ∈ ℝ, 𝑦 ∈ ℝ ↦ (𝑥 + 𝑦)) ∘ (𝑎 ∈ ∪ dom 𝑃 ↦ ⟨(𝑋‘𝑎), (𝑌‘𝑎)⟩)) ∈ (dom 𝑃MblFnM𝔅_ℝ))
36	10, 35	eqeltrd 2839	. 2 ⊢ (𝜑 → (𝑋 ∘_f + 𝑌) ∈ (dom 𝑃MblFnM𝔅_ℝ))
37	2	rrvmbfm 32409	. 2 ⊢ (𝜑 → ((𝑋 ∘_f + 𝑌) ∈ (rRndVar‘𝑃) ↔ (𝑋 ∘_f + 𝑌) ∈ (dom 𝑃MblFnM𝔅_ℝ)))
38	36, 37	mpbird 256	1 ⊢ (𝜑 → (𝑋 ∘_f + 𝑌) ∈ (rRndVar‘𝑃))

Colors of variables: wff setvar class

Syntax hints: → wi 4 = wceq 1539 ∈ wcel 2106 ⟨cop 4567 ∪ cuni 4839 ↦ cmpt 5157 dom cdm 5589 ran crn 5590 ∘ ccom 5593 ‘cfv 6433 (class class class)co 7275 ∈ cmpo 7277 ∘_f cof 7531 ℝcr 10870 + caddc 10874 (,)cioo 13079 topGenctg 17148 Cn ccn 22375 ×_t ctx 22711 sigAlgebracsiga 32076 sigaGencsigagen 32106 𝔅_ℝcbrsiga 32149 ×_s csx 32156 MblFnMcmbfm 32217 Probcprb 32374 rRndVarcrrv 32407

This theorem was proved from axioms: ax-mp 5 ax-1 6 ax-2 7 ax-3 8 ax-gen 1798 ax-4 1812 ax-5 1913 ax-6 1971 ax-7 2011 ax-8 2108 ax-9 2116 ax-10 2137 ax-11 2154 ax-12 2171 ax-ext 2709 ax-rep 5209 ax-sep 5223 ax-nul 5230 ax-pow 5288 ax-pr 5352 ax-un 7588 ax-inf2 9399 ax-ac2 10219 ax-cnex 10927 ax-resscn 10928 ax-1cn 10929 ax-icn 10930 ax-addcl 10931 ax-addrcl 10932 ax-mulcl 10933 ax-mulrcl 10934 ax-mulcom 10935 ax-addass 10936 ax-mulass 10937 ax-distr 10938 ax-i2m1 10939 ax-1ne0 10940 ax-1rid 10941 ax-rnegex 10942 ax-rrecex 10943 ax-cnre 10944 ax-pre-lttri 10945 ax-pre-lttrn 10946 ax-pre-ltadd 10947 ax-pre-mulgt0 10948 ax-pre-sup 10949 ax-addf 10950 ax-mulf 10951

This theorem depends on definitions: df-bi 206 df-an 397 df-or 845 df-3or 1087 df-3an 1088 df-tru 1542 df-fal 1552 df-ex 1783 df-nf 1787 df-sb 2068 df-mo 2540 df-eu 2569 df-clab 2716 df-cleq 2730 df-clel 2816 df-nfc 2889 df-ne 2944 df-nel 3050 df-ral 3069 df-rex 3070 df-rmo 3071 df-reu 3072 df-rab 3073 df-v 3434 df-sbc 3717 df-csb 3833 df-dif 3890 df-un 3892 df-in 3894 df-ss 3904 df-pss 3906 df-nul 4257 df-if 4460 df-pw 4535 df-sn 4562 df-pr 4564 df-tp 4566 df-op 4568 df-uni 4840 df-int 4880 df-iun 4926 df-iin 4927 df-br 5075 df-opab 5137 df-mpt 5158 df-tr 5192 df-id 5489 df-eprel 5495 df-po 5503 df-so 5504 df-fr 5544 df-se 5545 df-we 5546 df-xp 5595 df-rel 5596 df-cnv 5597 df-co 5598 df-dm 5599 df-rn 5600 df-res 5601 df-ima 5602 df-pred 6202 df-ord 6269 df-on 6270 df-lim 6271 df-suc 6272 df-iota 6391 df-fun 6435 df-fn 6436 df-f 6437 df-f1 6438 df-fo 6439 df-f1o 6440 df-fv 6441 df-isom 6442 df-riota 7232 df-ov 7278 df-oprab 7279 df-mpo 7280 df-of 7533 df-om 7713 df-1st 7831 df-2nd 7832 df-supp 7978 df-frecs 8097 df-wrecs 8128 df-recs 8202 df-rdg 8241 df-1o 8297 df-2o 8298 df-oadd 8301 df-omul 8302 df-er 8498 df-map 8617 df-pm 8618 df-ixp 8686 df-en 8734 df-dom 8735 df-sdom 8736 df-fin 8737 df-fsupp 9129 df-fi 9170 df-sup 9201 df-inf 9202 df-oi 9269 df-dju 9659 df-card 9697 df-acn 9700 df-ac 9872 df-pnf 11011 df-mnf 11012 df-xr 11013 df-ltxr 11014 df-le 11015 df-sub 11207 df-neg 11208 df-div 11633 df-nn 11974 df-2 12036 df-3 12037 df-4 12038 df-5 12039 df-6 12040 df-7 12041 df-8 12042 df-9 12043 df-n0 12234 df-z 12320 df-dec 12438 df-uz 12583 df-q 12689 df-rp 12731 df-xneg 12848 df-xadd 12849 df-xmul 12850 df-ioo 13083 df-ioc 13084 df-ico 13085 df-icc 13086 df-fz 13240 df-fzo 13383 df-fl 13512 df-mod 13590 df-seq 13722 df-exp 13783 df-fac 13988 df-bc 14017 df-hash 14045 df-shft 14778 df-cj 14810 df-re 14811 df-im 14812 df-sqrt 14946 df-abs 14947 df-limsup 15180 df-clim 15197 df-rlim 15198 df-sum 15398 df-ef 15777 df-sin 15779 df-cos 15780 df-pi 15782 df-struct 16848 df-sets 16865 df-slot 16883 df-ndx 16895 df-base 16913 df-ress 16942 df-plusg 16975 df-mulr 16976 df-starv 16977 df-sca 16978 df-vsca 16979 df-ip 16980 df-tset 16981 df-ple 16982 df-ds 16984 df-unif 16985 df-hom 16986 df-cco 16987 df-rest 17133 df-topn 17134 df-0g 17152 df-gsum 17153 df-topgen 17154 df-pt 17155 df-prds 17158 df-xrs 17213 df-qtop 17218 df-imas 17219 df-xps 17221 df-mre 17295 df-mrc 17296 df-acs 17298 df-mgm 18326 df-sgrp 18375 df-mnd 18386 df-submnd 18431 df-mulg 18701 df-cntz 18923 df-cmn 19388 df-psmet 20589 df-xmet 20590 df-met 20591 df-bl 20592 df-mopn 20593 df-fbas 20594 df-fg 20595 df-cnfld 20598 df-refld 20810 df-top 22043 df-topon 22060 df-topsp 22082 df-bases 22096 df-cld 22170 df-ntr 22171 df-cls 22172 df-nei 22249 df-lp 22287 df-perf 22288 df-cn 22378 df-cnp 22379 df-haus 22466 df-cmp 22538 df-tx 22713 df-hmeo 22906 df-fil 22997 df-fm 23089 df-flim 23090 df-flf 23091 df-fcls 23092 df-xms 23473 df-ms 23474 df-tms 23475 df-cncf 24041 df-cfil 24419 df-cmet 24421 df-cms 24499 df-limc 25030 df-dv 25031 df-log 25712 df-cxp 25713 df-logb 25915 df-esum 31996 df-siga 32077 df-sigagen 32107 df-brsiga 32150 df-sx 32157 df-meas 32164 df-mbfm 32218 df-prob 32375 df-rrv 32408

This theorem is referenced by: rrvsum 32421

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