Fundamentalists vs. chartists: Learning and predictor choice dynamics
Texte intégral
(2) Author’s Accepted Manuscript. Fundamentalists vs. chartists: Learning and predictor choice dynamics Michele Berardi PII: DOI: Reference:. S0165-1889(11)00013-3 doi:10.1016/j.jedc.2011.01.010 DYNCON 2533. To appear in:. Journal of Economic Dynamics & Control. Received date: Revised date: Accepted date:. 20 April 2009 1 September 2010 5 January 2011. www.elsevier.com/locate/jedc. Cite this article as: Michele Berardi, Fundamentalists vs. chartists: Learning and predictor choice dynamics, Journal of Economic Dynamics & Control, doi:10.1016/j.jedc.2011.01.010 This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting galley proof before it is published in its final citable form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain..
(3)
(4)
(5)
(6)
(7)
(8) .
(9)
(10)
(11) .
(12) ! " # $ "
(13) %
(14)
(15)
(16) "
(17)
(18)
(19)
(20)
(21)
(22) ! " &
(23)
(24)
(25)
(26)
(27) $
(28)
(29) &
(30) ! "
(31) "
(32)
(33)
(34) ' ( ! ) *
(35) !
(36)
(37)
(38)
(39) # $
(40) !
(41)
(42) + & " $
(43)
(44)
(45)
(46) %
(47)
(48)
(49) & .
(50) ! ! . ,
(51) - ! .
(52) -/! / 0"
(53) !
(54)
(55) ! 1 230!
(56) ! 4 . & 5
(57) #6 788 9:; <=8>18 " # # . ,?
(58)
(59) !
(60)
(61)
(62)
(63)
(64)
(65) &
(66) . < "# 3! =8> 93@0? /:!
(67) . #" . .
(68) + & "
(69)
(70)
(71)
(72) & & &
(73) 4 "
(74) ! %
(75) ! ! .0
(76)
(77) ( ,=! ,;! ->1! ->8! .1<.
(78)
(79) . .%
(80) & * # (
(81) /
(82) %
(83) 9A.: <
(84) !
(85)
(86)
(87) #" & 9:
(88)
(89) . .
(90)
(91) 9B ! 221: ! A.
(92)
(93) !
(94)
(95)
(96)
(97) ( !
(98) . " %
(99) !
(100)
(101)
(102) &
(103)
(104)
(105) "
(106) #
(107)
(108)
(109)
(110) "! "
(111) & .
(112) 9.
(113) ?#C! :
(114)
(115) D %
(116) "
(117)
(118)
(119)
(120)
(121)
(122)
(123) +
(124) !
(125) " "
(126)
(127) %
(128) / +
(129)
(130) "
(131)
(132)
(133)
(134) + & /
(135)
(136)
(137)
(138)
(139) & $ %
(140)
(141)
(142)
(143) ! . "
(144)
(145) )
(146) !
(147) %
(148) "
(149) & *
(150). .
(151)
(152)
(153)
(154) ,&"& ! # ?
(155) 922<: $. "
(156) %
(157) ! " 0
(158)
(159) . 9=:
(160)
(161) & " %
(162) %$
(163) # ?
(164) 922>:
(165)
(166)
(167) "
(168)
(169) (
(170)
(171)
(172) ! " - E"! -" .&
(173) 9221:!
(174)
(175)
(176) %
(177) " "
(178)
(179)
(180)
(181) !
(182)
(183)
(184)
(185) 6 , . 922:! 0% 922=: B 922;: *
(186)
(187) # #
(188) "
(189)
(190)
(191)
(192) F
(193) "#
(194) ! !
(195)
(196)
(197) "
(198) &
(199) E
(200) 9=: 9<: *
(201) $ ! &
(202) "#
(203)
(204)
(205)
(206)
(207) %
(208) E
(209) 9:
(210)
(211) &
(212) "#
(213) E
(214) 9=: & $
(215)
(216)
(217) & " "
(218)
(219) " " ) "
(220) - #
(221) - 9>:
(222)
(223) $
(224) " &
(225)
(226) )
(227) "
(228) "
(229)
(230) . ! .
(231) 9;:
(232) &"& "
(233) %
(234) ! "
(235)
(236) ) 9& .
(237)
(238) (:
(239) !
(240) "
(241)
(242)
(243)
(244) &
(245)
(246) *
(247) " "
(248)
(249) !
(250)
(251)
(252)
(253) ! 1.
(254)
(255)
(256)
(257) $ (
(258) "
(259)
(260) 9
(261)
(262)
(263) &# %
(264)
(265)
(266) :
(267) # +
(268) "
(269) "
(270) "
(271)
(272)
(273) & ( + & "
(274)
(275)
(276)
(277) %$
(278) !
(279)
(280)
(281) 9
(282)
(283) : ". "
(284)
(285)
(286) 9
(287)
(288) : # ! " "
(289) "
(290) + & ! %
(291) ! & &
(292)
(293)
(294)
(295) "! " & "
(296) ! "
(297)
(298)
(299) ' . "
(300) $
(301)
(302)
(303)
(304)
(305) $ +
(306)
(307)
(308)
(309)
(310)
(311) +
(312) 9A0B:! "
(313)
(314) 9 " $ 30: & ! "
(315)
(316) & " "
(317)
(318) &
(319) !
(320)
(321)
(322) &
(323) 9BG:
(324)
(325)
(326) !
(327)
(328) /A9: /
(329) "
(330) (
(331) .
(332)
(333) !
(334) * %
(335)
(336)
(337)
(338) 6
(339) "
(340)
(341) /A9: .
(342)
(343) !
(344) &
(345)
(346)
(347) ! % 9 % :
(348)
(349) '
(350)
(351)
(352)
(353)
(354) /A9: &
(355)
(356)
(357)
(358)
(359)
(360) . BG
(361)
(362)
(363) & &
(364)
(365)
(366) & !
(367) &
(368)
(369) B ,. 92>1: ,. 9222: . 8.
(370) %
(371)
(372) !
(373) $ + #" & %
(374) &
(375) +
(376) "#
(377)
(378) "
(379) " %
(380)
(381) "
(382)
(383) "
(384)
(385) &
(386) "
(387) ! "
(388) ( + & 9.: .
(389) 9;: .
(390)
(391)
(392)
(393) ( ! "
(394) #
(395) + & "
(396)
(397)
(398) .
(399) .
(400) &
(401)
(402)
(403) " " "
(404) & & $
(405) ! "
(406)
(407)
(408) " )
(409) ! ! "
(410)
(411)
(412)
(413)
(414) &
(415) '
(416) & "
(417)
(418) ! . "
(419) "# & # ?
(420) 922<:
(421)
(422)
(423)
(424) & !
(425)
(426) &
(427)
(428) 9
(429) "
(430) :
(431)
(432) & .
(433) .
(434) "! " & ! "
(435)
(436)
(437)
(438) ! "
(439)
(440)
(441)
(442)
(443)
(444)
(445) ,& $
(446)
(447) & * & .
(448) 9;: ?
(449) 92:! &
(450) &"&
(451)
(452)
(453) "
(454) ! "#
(455)
(456)
(457) E
(458) 9:! )
(459)
(460)
(461)
(462) @ # )
(463) " E
(464) 9:
(465) %
(466)
(467)
(468) .
(469)
(470)
(471)
(472) =.
(473)
(474) /A9:
(475) ! "#
(476) %
(477) $
(478) /A9:
(479)
(480)
(481)
(482)
(483)
(484)
(485)
(486) & " %
(487)
(488)
(489) ! E
(490) 9:D
(491)
(492) &
(493)
(494)
(495)
(496)
(497) !
(498) " "
(499) /A9: %
(500) + * ! . ! E
(501) 9: 30
(502)
(503)
(504)
(505)
(506) .
(507) ! "
(508) + &
(509)
(510) "
(511)
(512)
(513)
(514)
(515)
(516)
(517)
(518)
(519) !
(520) # )
(521) " (
(522)
(523) "
(524)
(525)
(526)
(527)
(528) ! (
(529)
(530) (
(531)
(532) ! " &
(533) " + & "
(534)
(535)
(536) !
(537)
(538)
(539) " &
(540) %
(541)
(542)
(543) &
(544) / #
(545) ! !
(546) "
(547)
(548)
(549) $ " BG
(550)
(551) !
(552) & + &
(553)
(554)
(555) . "
(556) B
(557) .
(558) %
(559) !
(560)
(561) A.
(562)
(563) & $ 9.$
(564) & : + & "
(565)
(566)
(567) 6 B 1
(568) !
(569)
(570)
(571)
(572)
(573) .$
(574) &
(575) " (%
(576) 6 B 8 . "
(577)
(578) & $ ;.
(579)
(580)
(581) !
(582)
(583) .$
(584) &
(585) + &
(586) 6 B =
(587) . .
(588) .
(589)
(590)
(591)
(592)
(593) " # . 9:. "
(594) %
(595)
(596) &
(597) /A9:
(598)
(599) . 9:. "
(600) &
(601) ( #
(602) ! " 9 :
(603)
(604)
(605)
(606)
(607) %
(608)
(609) 9 : %
(610) (D
(611) (
(612)
(613)
(614)
(615) !
(616)
(617) &# %
(618)
(619)
(620) !
(621)
(622) ( #
(623)
(624) $ 9:
(625)
(626) %
(627) ! " %
(628)
(629)
(630)
(631) ! % !
(632)
(633) H )
(634) "
(635)
(636) !
(637)
(638)
(639)
(640) $ . /
(641)
(642) &
(643) .
(644) ?#C 92:! 2> / !
(645) &
(646) !
(647) &
(648) 9<:. <.
(649)
(650)
(651)
(652)
(653)
(654)
(655) " BG
(656) " .
(657) " " $
(658) &
(659) %
(660)
(661)
(662) ,
(663)
(664)
(665)
(666) /A9:
(667)
(668)
(669)
(670) $
(671)
(672)
(673) . . . -( % 9: " "
(674)
(675) . . 91:. !
(676)
(677)
(678)
(679)
(680)
(681)
(682)
(683)
(684) + &
(685) 1.
(686)
(687) !
(688). + &
(689)
(690) ( +
(691) + $. &
(692)
(693) " (
(694) . ! . 98:. " . "
(695)
(696) " 91: . . 1
(697)
(698) .$
(699) &
(700) !
(701) .
(702) ?#C 9:! . >.
(703) ! . &
(704)
(705) 9" & :! " . + BG A.. . . . 9=:. . /
(706) +
(707)
(708) "
(709) + & & &
(710)
(711)
(712) . "
(713) %
(714) . & &
(715) "
(716) * & + &
(717) .$
(718) & !8 "
(719) &
(720)
(721) # & "
(722)
(723)
(724) +
(725) 9
(726) +
(727) :
(728) ) +
(729)
(730) & &
(731)
(732)
(733) .$
(734) &
(735)
(736) !
(737) ! .
(738)
(739) ) . +
(740)
(741)
(742) B
(743) .
(744)
(745) 30
(746)
(747) "
(748) 9=: . 9;:. /
(749)
(750) " & .
(751) ?#C 9:! 2>$! + &
(752)
(753)
(754) .$
(755) & /
(756) B
(757)
(758)
(759)
(760) 30
(761)
(762)
(763) " + $ 8. B .
(764) ?#C 9: %
(765) +
(766) . 2.
(767) &
(768) 91: 9<:
(769)
(770) !
(771)
(772) " & ?#C 98:! + &
(773) .$
(774) & =. .
(775) .
(776)
(777) " 30
(778)
(779)
(780)
(781)
(782)
(783) !
(784)
(785) "
(786) ! " ".
(787) &
(788)
(789)
(790)
(791)
(792)
(793) . "
(794)
(795)
(796)
(797)
(798) "
(799)
(800) /A9: ! 9<:!
(801) ".
(802) (!
(803)
(804)
(805)
(806)
(807)
(808)
(809)
(810) &
(811)
(812) !
(813) #" "
(814)
(815) &
(816) &
(817)
(818) .
(819)
(820)
(821) B (. ! 30
(822)
(823) & & &
(824) 9<:! .$
(825) &
(826)
(827) &
(828)
(829) ". &
(830) B 1!
(831)
(832)
(833)
(834)
(835) =. F /A/9!: + &
(836) & &
(837) "
(838) 30
(839)
(840) "
(841)
(842) !
(843)
(844) " & .
(845) E 9=:. .
(846) . !
(847) "
(848) #$
(849) %.
(850)
(851) ! "
(852)
(853)
(854)
(855)
(856) &$ "
(857)
(858) 9 &
(859)
(860) : " * %
(861)
(862)
(863)
(864) & %
(865) . 9>:.
(866)
(867) 9 &
(868)
(869) :! "
(870)
(871) &
(872)
(873)
(874) !
(875)
(876) /A9: . . 92:. / %
(877) # % & $ %
(878) "
(879) ! " &
(880) * . 9:. 3
(881) ! ! " 30
(882)
(883) &
(884)
(885) . C
(886) !
(887)
(888) *
(889) +
(890) 9B.
(891) :. .
(892) #
(893)
(894) . . . . . . 9:. 9:. ,
(895) 9:$9:
(896)
(897) ! " % $
(898) #
(899) &
(900)
(901) &
(902) &
(903) ! ! .+ &
(904) ! ! .
(905) ! ! ' (
(906)
(907) .
(908) !
(909) &
(910)
(911) !
(912) &
(913) /
(914) (
(915)
(916) ! "
(917) &
(918)
(919) %
(920) $
(921) %
(922) + & 9?..:;
(923) )
(924)
(925) ! " ". %
(926)
(927)
(928)
(929)
(930)
(931) &
(932)
(933)
(934) !
(935) " # . $%. F
(936) + &
(937) + . .
(938) ;.
(939)
(940)
(941) ?..
(942) E 98: ' ". . "
(943) 9<: (
(944)
(945) ! ?..
(946)
(947) ! *
(948) B.! .
(949) . .
(950) 9;: " (%
(951) ! % " .
(952)
(953)
(954) * "
(955)
(956) $ !
(957)
(958)
(959)
(960)
(961)
(962) " BG + & !
(963) &
(964)
(965) ( &
(966)
(967)
(968)
(969)
(970) )
(971) "
(972) + &
(973)
(974) !
(975) " ". . "
(976) '
(977) .
(978) 9;: $ "
(979) BG A..!
(980)
(981)
(982)
(983) " & &
(984)
(985) "
(986)
(987) !
(988)
(989) "
(990) + & " %
(991)
(992)
(993)
(994) B&
(995)
(996) D %
(997) 9>: 92: 9: " ( /0 91: F ! " " &
(998) ( . BG A..! "
(999)
(1000)
(1001)
(1002) &
(1003)
(1004)
(1005)
(1006)
(1007) ( 9 *:!
(1008)
(1009)
(1010)
(1011)
(1012)
(1013) &
(1014)
(1015) 4" " ! " "
(1016) 9: . 1.
(1017) 9:< + &
(1018) ! ! . . . . 98:. . 9=:. . . 9;:. F + &
(1019) *
(1020) H
(1021)
(1022)
(1023)
(1024) 9: /
(1025)
(1026) ! .
(1027)
(1028)
(1029) 1 $
(1030) 1
(1031)
(1032) ! " .
(1033)
(1034) -
(1035)
(1036) D B A "
(1037) !
(1038) ! % 1
(1039)
(1040) %
(1041) ! ! .
(1042) ". &
(1043) > !
(1044) ,D
(1045)
(1046) !
(1047)
(1048)
(1049) &
(1050) " 9
(1051) / % /: . .
(1052) +
(1053) 9;:
(1054) ! .
(1055)
(1056) 9 : "
(1057)
(1058)
(1059) $
(1060)
(1061) & '! . % <. I
(1062)
(1063)
(1064)
(1065)
(1066)
(1067) & ! + & !
(1068) & G
(1069)
(1070) (
(1071)
(1072) & / % >
(1073)
(1074)
(1075)
(1076)
(1077)
Documents relatifs
Lorsque vous avez inséré un tableau dans votre document, vous pouvez adapter ses dimensions au texte en ajoutant des lignes au cours de votre travail.. Pour ajouter des lignes à
Zaprionus indianus is assigned to the subgenus Zaprionus, species group armatus and species subgroup vittiger (Chassagnard, 1988; Chassagnard and Tsacas, 1993).. We provide here
The architecture of a deep neural network to obtain information about the dy- namics of the technological object state based on the video data fed from
Under uncertainty on the future safety of the buried waste, the social planner will decide to decrease the rate of burying, but the evolution of the consumption and hence of the
If the breast is pendulous elevate the breast (infra-mammary area/undersurface of the breast). Notice any changes in the breast skin such as dimpling, puckering, or asymmetry..
We model a successive-generation economy in which parents, motivated by fam- ily altruism, decide to finance or not their offspring’s human capital accumulation on the basis of
Participants made choices in one-armed bandit games between a known arm with fixed return and an unknown arm with uncertain return. To measure correctness of decision-making in
Using detailed exporter-level data containing the values and the quantities sold by French firms in export markets, we have shown how this model can be used to separately infer
L’accès à ce site Web et l’utilisation de son contenu sont assujettis aux conditions présentées dans le site LISEZ CES CONDITIONS ATTENTIVEMENT AVANT D’UTILISER CE SITE WEB..
In this article, I trace some of the ways in which Zafer Şenocak’s novel Gefährliche Verwandtschaft 1998 and Marica Bodrožić’s novel Kirschholz und alte Gefühle 2012 employ Berlin
As I came to understand what happens in such circles, the relationship between the bodily ontology and the social ontology became more apparent, so that the juncture was not only
in the synchronous deterministic Boolean case, which is expected since it is not specifically dedicated to learning such networks: GULA learns both values (0 and 1) of each variable
Based on the literature and our previous observations [ 10 ], we found that the earthworm is a reliable model for microsurgical training because of the following: (1) anesthesia is
Cite this article as: Maurizio Iacopetta, Formal education and public knowledge, Journal of Economic Dynamics & Control, doi:10.1016/j.jedc.2011.01.006 This is a PDF file of an
Zwinkels, Behavioral heterogeneity in the option market, Journal of Economic Dynamics & Control, doi:10.1016/j.jedc.2010.05.009 This is a PDF file of an unedited manuscript that
This let us show how in the linear regime, in which the RBM is found to operate at the beginning of the training, the statistical properties of the data drive the selection of
a) Sondeo de hábitos de compra entre clientes y visitantes de tiendas de artesanías y productos teñidos con añil en El Salvador. b) Sondeo a nivel internacional sobre
L’analyse multivariée retrouvait également un bénéfice en termes de survie cumulée sans rechute censurée à l’allogreffe pour le protocole TA par rapport au FLAG/CLARA dans
(.tbereallllrltetforldf'-directedieaminginaworid with values largely framed within a formal context? A5educaton,exploringooD- forma1 autonomous leaming, weseek clues 10
A second reason to opt for the results presented here, is that we now know that we can discard all mixed strategies in positive semidefinite games, even when checking whether a
Nous poursuivons l’étude initiée dans [3] de problèmes multi-échelles avec défauts, dans le cadre de la théorie de l’homogénéisation, spécifiquement ici pour une équation
Analogously, animal spirits and their frequency distribution (Figs. 14 and 15) display more concentration of observations in the extremes of optimism and pessimism in the new model
Despite we observed an effect of hedonic values activation on the amount of money that participants spent for the prosocial personaliza- tion options, the activation of the