HDF  Ts` TREEHEAPX datadata_descr8 (namestanford (mldata0 (commentHere are two versions of the Stanford Heart Transplant data. The first is from Kalbfleisch and Prentice (first edition) while the second is from from Crowley and Hu. The two versions are slightly different, and the X matrix is sufficiently ill-conditioned that the variations make a big difference. Thanks to Terry Therneau for noticing the problems and providing both data sets. Note: Here the Kalbfleisch and Prentice data is used. Information about the dataset CLASSTYPE: numeric CLASSINDEX: none specific TREE PHEAP`8%(SNOD0g( pLSNOD($ (X&HJ@2P%(g(f(d(e(a(b(c([(\(](^(_(`(N(O(P(Q(R(S(T(U(V(W(X(Y(Z(4(5(6(7(8(9(:(;(<(=(>(?(@(A(B(C(D(E(F(G(H(I(J(K(L(M((((((((( ( ( ( ( ((((((((((((((((((( (!("(#($(%(&('((()(*(+(,(-(.(/(0(1(2(3g(DpLHEAPX(namesorderingtypes0GCOLdeaddeaddeadalivedeadalivedeaddead dead alive dead dead deaddeaddeadalivedeaddeaddeaddeaddeadalivedeadalivealivealivealivealivealivealivedead alive!alive"alive#dead$dead%alive&dead'alive(alive)dead*dead+dead,alive-alive.dead/alive0alive1alive2alive3alive4dead5dead6dead7dead8alive9dead:dead;dead<dead=dead>dead?dead@deadAdeadBdeadCdeadDdeadEdeadFdeadGdeadHdeadIdeadJdeadKdeadLdeadMdeadNaliveOdeadPdeadQdeadRdeadSdeadTdeadUdeadVdeadWdeadXdeadYaliveZdead[dead\dead]dead^dead_dead`deadadeadbdeadcdeadddeadedeadfdeadgdeadhnoinojnoknolnomnonnoonopyesqnoryessnotnounovnownoxnoynozno{no|no}no~yesnonononoyesnoyesyesnononononononononoyesyesnoyesyesnonoyesnononononononoyesnononononononononononog(,pLSurvival_StatusPrior_SurgeryTransplant_Statusint1int0int2double3P gbL ?@4 4glg8LTREEj  8+L (L(L (L (L (L (L (L(L(L(L(L(4$(4#(4!(4"(4(4(4 (4(4(4(4(4(4(4 (4 (4 (4(4(4(4(4(4(4(4(4(4(((((((((((((((((4(4(4(4(4(4(4(4(4 (4 (h(i(j(k(l(m(n(o(p(q(r(s(t(u(v(w(x(y(z({(|(}(~(((((((((((((((((((((((((((( g(\L(L(L(L (L(L(L(LGCOLnononononononono no no no no nonononononononononononononononononono no!no"no#no$no% transplanted& transplanted'not_transplanted( transplanted) transplanted* transplanted+not_transplanted, transplanted- transplanted. transplanted/ transplanted0 transplanted1 transplanted2 transplanted3not_transplanted4 transplanted5 transplanted6 transplanted7 transplanted8 transplanted9not_transplanted: transplanted; transplanted< transplanted= transplanted>not_transplanted? transplanted@ transplantedA transplantedB transplantedC transplantedD transplantedE transplantedF transplantedG transplantedH transplantedI transplantedJ transplantedK transplantedL transplantedM transplantedN transplantedO transplantedP transplantedQ transplantedR transplantedSnot_transplantedT transplantedU transplantedV transplantedW transplantedXnot_transplantedYnot_transplantedZnot_transplanted[ transplanted\ transplanted]not_transplanted^not_transplanted_ transplanted` transplantedanot_transplantedb transplantedc transplantedd transplantede transplantedf transplantedg transplantedh transplantedinot_transplantedj transplantedk transplantedl transplantedm transplantedn transplantedo transplantedpnot_transplantedq transplantedrnot_transplantedsnot_transplantedt transplantedunot_transplantedv transplantedw transplantedxnot_transplantedynot_transplantedznot_transplanted{ transplanted| transplanted}not_transplanted~not_transplanted transplantednot_transplantednot_transplantednot_transplantednot_transplantednot_transplantednot_transplantednot_transplantednot_transplantednot_transplanted(L(L(4(L(4(4(4 (4(4(4(4(4(4(4r(4s (4t(4u (4v (4w(4x(4y(4z (4{ (4|(4}(4~(4X(4Y(4Z (4[ (4\(4](4^ (4_ (4`(4a (4b (4c (4d (4e (4f (4g (4h(4i (4j (4k (4l (4m (4n (4o(4p (4q (4% (4&(4' (4( (4) (4*(4+ (4, (4- (4. (4/ (40 (41 (42(43 (44 (45 (46 (47 (48(49 (4: (4; (4< (4=(4> (4? (4@ (4A (4B (4C (4D (4E (4F (4G (4H (4I (4J (4K (4L (4M (4N (4O (4P (4Q (4R(4S (4T (4U (4V (4W g]LGCOLnot_transplantednot_transplantednot_transplantedTransplant_StatusWaiting_Time_for_TransplantMismatch_on_allelesMismatch_on_antigenMismatch_score Survival_Status Survival_Time Prior_Surgery Age Year_of_acceptance Patient_idTransplant_Statusint2double3int1 Prior_SurgerySurvival_Statusint0%nominal:not_transplanted,transplantednumericnumericnumericnumericnominal:alive,deadnumericnominal:no,yesnumericnumeric numeric   #$%''((+-235:=BDDEHHMNPQUZ`dfmn 4NTTVr!GTvITu)jx#2+=K*6&Ug 0f#_JMcFeBd,-' #%D<>/ AS IO$ bWa% ^`Z5Y]3CT[\:XVRQPNL@HGE?;82.1)("!DFGHDFGFIDCDGJFIEDHDHIEHJHEDDDJDFDGCEFDGFHGGEGEHIDDHHFGIIIGDIIIGIEEIGIDIIIGIIGIHHHHHHHDEGEGGGGEGFDEFEEE5+446$/)/3'58(+(66)174152;(#-*8$*2*4=-1'5/@356/850).)/+4/33/01*/,/604.040//2: ,)&-0+$-50(0!$&  G C.`< )S 9%6.  3NCS$:%)3ףp= ??Gz?Gz@zG?= ףp=?HzG?Q?Q?HzG?RQ?Q?333333?{Gz?Q?(\? ףp= ? ףp= ?(\?Q?333333?Q?\(\? ףp= ?333333?Q?Q?zG?HzG?RQ?\(\?Q?Gz??\(\?ףp= ??RQ?Q?(\?SNOD(*k l3pL rL(L (L(L(L(L(L%(L(L(L(L(L