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(1)Collusion through price ceilings? In search of a focal-point effect Dirk Engelmann, Wieland Müllerz. To cite this version: Dirk Engelmann, Wieland Müllerz. Collusion through price ceilings? In search of a focalpoint effect. Journal of Economic Behavior and Organization, Elsevier, 2011, 79 (3), pp.291. �10.1016/j.jebo.2011.02.008�. �peer-01053435�. HAL Id: peer-01053435 https://hal.archives-ouvertes.fr/peer-01053435 Submitted on 31 Jul 2014. HAL is a multi-disciplinary open access archive for the deposit and dissemination of scientific research documents, whether they are published or not. The documents may come from teaching and research institutions in France or abroad, or from public or private research centers.. L’archive ouverte pluridisciplinaire HAL, est destinée au dépôt et à la diffusion de documents scientifiques de niveau recherche, publiés ou non, émanant des établissements d’enseignement et de recherche français ou étrangers, des laboratoires publics ou privés..

(2) Accepted Manuscript Title: Collusion through price ceilings? In search of a focal-point effect Authors: Dirk Engelmann, Wieland M¨ullerz PII: DOI: Reference:. S0167-2681(11)00072-2 doi:10.1016/j.jebo.2011.02.008 JEBO 2710. To appear in:. Journal. Received date: Revised date: Accepted date:. 10-5-2010 28-1-2011 4-2-2011. of. Economic. Behavior. &. Organization. Please cite this article as: Engelmann, D., M¨ullerz, W., Collusion through price ceilings? In search of a focal-point effect, Journal of Economic Behavior and Organization (2008), doi:10.1016/j.jebo.2011.02.008 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 proof before it is published in its final 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..

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(6) *Response to Reviewers. January 28, 2011. cr. We are grateful for the reports we received on our paper. ip t. Dear Professor Neilson,. “Collusion through price ceilings? In search of a focal-point effect”. an. us. (JEBO-D-10-00245) by Dirk Engelmann and myself and the invitation to revise and resubmit it. We apologize for the long delay in resubmitting the paper. This delay was due to the fact that both Dirk Engelmann and myself have new affiliations and moved to new places.. Sincerely,. Ac. ce pt. Wieland Müller. ed. M. The revision addresses all the issues raised by the editor and the referees. In what follows we describe in detail how we responded to the editor’s and the referees’ comments.. Page 2 of 29.

(7) In response to the editor’s comments, we did the following:. x x. We have shortened the paper to 25 pages, mainly by briefly summarizing our analysis of the number of colluding pairs that we presented on pages 14-17 in the original version of the paper. The table and detailed discussion have been moved to Appendix B in the supplementary content to be published online. We moved the proof of Proposition 1 to Appendix A in the document “Supplementary Content.” We have changed the style of the references into proper JEBO format.. us. x. We provide the instructions of our experiments in Appendix C in the document “Supplementary Content” to be made available on JEBO’s homepage. We have corrected the typos.. an. x. cr. In response to the comments of referee #1, we did the following:. ip t. x. In response to the comments of referee #2, we did the following:. M. Ac. x. ed. x. As mentioned above, we have shortened the paper. We follow the referee’s suggestion of explicitly acknowledging the use of undergraduate university students in the implementation subsection where we add that our subjects where (largely undergraduate) students from a wide variety of subjects. We also discuss in the introduction in more detail possible reasons why our study using student subjects may not be easily generalizable. However, we actually do believe that most arguments why firms would behave differently than our subjects make it rather less than more likely that they would use price ceilings as collusive focal points. How convincing our arguments are should in our mind be ultimately be left to the eventual readers. We also added the following footnote (footnote 19) in the conclusions where we discuss possible routes for future research:. ce pt. x x. “Among possible alternatives for further research are to check the effect of allowing sellers to communicate, having groups instead of individuals act in the role of sellers and of using experienced subjects.”. Page 3 of 29.

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(50) Supply and Demand Schedule 70 60 50 40. ip t. Price. 30. cr. 20. 0 0. 1. 2. 3. 4 Quantity. Cost1. Cost2. 5. 6. Supply. an. Demand. us. 10. 7. 8. Ceiling. M. 97EB5  (E@@<I 1>4 45=1>4 9> D85 5H@5B9=5>D1< =1B;5D. $?D5 )85 CE@@<I 3EBF5 1>4 45=1>4 3EBF5 ?F5B<1@ 6?B @B935C 25DG55>  1>4

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(52) 0 G9D8 D85 E@@5B 5>4 5AE1< D? D85 E>9AE5 $1C85AE9<92B9E= @B935. ?B45B ?6 9>3B51C9>7 @B935 6 C5F5B1< C5<<5BC 381B75 5AE1< @B935C 2EI5BC C@<9D D859B 45=1>4 5AE1<<I. pt. 9F5> D85 3?CD 1>4 45=1>4 C3854E<5C 1> 9>49F94E1< C5<<5B 3?E<4 13DE1<<I >5F5B C5<< =?B5 D81> 6?EB E>9DC 1>4 C5<<5BC 3?E<4 9> D?D1< >?D C5<< =?B5 D81> C9H E>9DC 449D9?>1< 2EI5BC 1>4 E>9DC G5B5 14454 9> ?B45B D? @B5F5>D C5<<5BC D? 6?3EC 9==5491D5<I ?> D85 B1>75 ?6 @B935C 3<?C5 D? D85 $1C8 5AE9<92B9E=. Ac ce. 1 2 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 53 54 55 56 57 58 59 60 61 62 63 64 65. ?B D85 3?<<EC9F5 ?ED3?=5 . &?CD54?R5B =1B;5DC 1B5 ?6D5> @<17E54 2I 1 =E<D9@<939DI ?6 $1C8 5AE9<92B91 #?B5?F5B D85C5 1B5 ?6D5> 45B9F54. 1CCE=9>7 D81D 2EI5BC C@<9D D859B 45=1>4 5AE1<<I 25DG55> C5<<5BC G9D8 945>D931< @B935C C55 57 1F9C 1>4 ?<D   G8938 5F5> B1D9?>1< 8E=1> 2EI5BC 81F5 >? B51C?> D? 4? 1>4 D85 5H@5B9=5>D1< C?6DG1B5 G?E<4 ECE1<<I >?D 5F5> 1<<?G D85= D? 4? 2?<9C89>7 D89C 1CCE=@D9?> 9> 75>5B1< 45CDB?IC 1<< @EB5CDB1D57I $1C8 5AE9<92B91 =@<5=5>D9>7 D85 12?F5 BE<5 G5 5<9=1D5 D89C @B?2<5= G8938 C9=@<9K5C D85 31<3E<1D9?> ?6 5H@53D54 @B?KDC 5<9=9>1D5C 1>I B1>4?=>5CC 1>4 6?B ?EB C@539K3 3?CD 1>4 45=1>4 C3854E<5C 1<<?GC EC D? 45D5B=9>5 1 E>9AE5 @EB5CDB1D57I $1C8 5AE9<92B9E= (5<<5BC G5B5 1<C? 9>6?B=54 D81D E>9DC C?<4 G5B5 >?D B5CDB93D54 D? 9>D575BC ,89<5 C5<<9>7 81<6E>9DC 31> 13DE1<<I >?D 81@@5> 6?B D85 79F5> 3?CD 1>4 45=1>4 C3854E<5C C5<<5BC 9> D85 DB51D=5>D G9D8?ED 9>6?B=1D9?> 12?ED D85 2EI5BCM G9<<9>7>5CC D? @1I 3?E<4 >?D 9>65B D89C. . Page 10 of 29.

(53) $1C8 &B935. $1C8 &B?KD. 1BD5< &B935. 1BD5< &B?KD. (5<<5B .

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(56) .

(57). . . )12<5  &B?KDC 6?B 2?D8 C5<<5BC 9> $1C8 5AE9<92B9E= G8938 9C 1<C? D85 E@@5B 5>4 ?6 D85 3?=@5D9D9F5. . ip t. @B935 B1>75 1>4 9> D85 :?9>D@B?KD =1H9=9J9>7 31BD5<.

(58) #'$' $&! %. cr. >C@53D9>7 97EB5  9D 9C 51CI D? C55 D81D D85 3?=@5D9D9F5 @B935 B1>75 9C   G9D8 =1B;5D 45=1>4 1>4 CE@@<I 2?D8 5AE1< D? C9H E>9DC 138 C5<<5B C5<<C D8B55 E>9DC 1>4 1D D85 E@@5B 5>4. us. ?6 D85 3?=@5D9D9F5 @B935 B1>75 G8938 9C 1<C? D85 E>9AE5 $1C8 5AE9<92B9E= C55 25<?G @B?KDC 1B5              1>4             . %2F9?EC<I D85 ?><I 31>4941D5C 6?B :?9>D@1I?R =1H9=9J9>7 @B935C 1B5 1D D85 ;9>;C ?6 D85. 45=1>4 1C 1D D85 >5HD ;9>;. an. 45=1>4 3EBF5 95   1>4   2531EC5 1>I 9>D5B=5491D5 @B935 G9<< <514 D? D85 C1=5 ?9>D @B?KDC 1B5 =1H9=9J54 1D      138 C5<<5B D85> C5<<C. M. ?>5 E>9D 1>4           =?B5 D81> 9> D85 $1C8 5AE9<92B9E=         

(59)  =?B5 D81> 9> $1C8 5AE9<92B9E= (5<<5B

(60)  8?G5F5B G?E<4 @B565B D? 3?<<E45 1D      )85> 5138 C5<<5B C5<<C DG? E>9DC 1>4   

(61)   

(62)  

(63)  =?B5 D81> 9> D85 $1C8 5AE9<92B9E=. ed.   

(64)       =?B5 D81> 9> D85 $1C8 5AE9<92B9E= $?D5 D81D G5 9>D5>D9?>1<<I 45C97>54 D85 =1B;5DC CE38 D81D D85 C5<<5BC 4? >?D 17B55 ?> D859B @B565BB54 3?<<EC9F5 ?ED3?=5 9> ?B45B D?. pt. 89>45B 3?<<EC9?> G9D8?ED 1 @B935 359<9>7 1>4 D8EC =1H9=9J5 D85 @?CC92<5 9=@13D ?6 D85 @B935 359<9>7 ?> 3?<<EC9?> ,5 CE==1B9J5 D85 $1C8 1>4 31BD5< @B935C 1>4 @B?KDC 9> )12<5  )85 E>9AE5 $1C8 5AE9<92B9E= 9C 45B9F54 9> D85 6?<<?G9>7 @B?@?C9D9?>. Ac ce. 1 2 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 53 54 55 56 57 58 59 60 61 62 63 64 65. $!"!%&!.   %!% # !%"% # $ #"# #$$       $# !%. "%  #" ## $" %$#  ")$# "         )85 @B??6 31> 25 6?E>4 9> @@5>49H  9> D85 CE@@<5=5>D1BI 3?>D5>D 1>4 @B?3554C 9> D85. ECE1< G1I KBCD C8?G9>7 D81D      9C 1 $1C8 5AE9<92B9E= 1>4 D85> 45=?>CDB1D9>7 D81D D85B5 9C >? ?D85B $1C8 5AE9<92B9E= 9> @EB5 ?B =9H54 CDB1D5795C . ,5 >?D5 D81D G5 1B5 31<3E<1D9>7 D85 $1C8 5AE9<92B9E= 1C 96 C5<<5BC ;>5G D85 3?CD 6E>3D9?> ?6 D85 ?D85B KB=. ,89<5 D89C 9C >?D <579D9=1D5 51B<I ?> 9> D85 71=5 D85I 31> B51C?>12<I AE93;<I <51B> D859B 45=1>4 3EBF5C )8EC 6?B 5H@5B95>354 @<1I5BC D85 $1C8 5AE9<92B9E= 9C 1 @<1EC92<5 25>38=1B; )85 C1=5 9C DBE5 1<259D G9D8 =?B5 D? 25 <51B>54 6?B D85 =1B;5DC G85B5 C5<<5BC 4? >?D ;>?G D85 45=1>4 6E>3D9?>. . Page 11 of 29.

(65) 59<9>7 9> &5B9?4C . 59<9>7 9> &5B9?4C . >6?B=1D9?>. -5C$?>6?. $?-5C>6?. $? >6?B=1D9?>. -5C$?$?>6?. $?-5C$?>6?. )12<5  %F5BF95G ?6 D85 5H@5B9=5>D1< DB51D=5>DC. " &&!. ip t. . )G? C5<<5BC 9>D5B13D54 9> D85 C1=5 =1B;5D 6?B  @5B9?4C  @B935 359<9>7 G1C 9> @<135 59D85B 9> D85. cr. KBCD @5B9?4C )B51D=5>D N-5C$?O ?B 9> D85 <1CD @5B9?4C )B51D=5>D N$?-5CO (5<<5BC G5B5 9>6?B=54 1D D85 2579>>9>7 ?6 D85 5H@5B9=5>D D81D 1 381>75 9> =1B;5D 3?>49D9?>C G?E<4 ?33EB 16D5B . us. @5B9?4C G9D8?ED @?9>D9>7 ?ED D81D D89C G?E<4 B5<1D5 D? D85 9>DB?4E3D9?> ?B D85 12?<9C8=5>D ?6 1 @B935 359<9>7 ,B9DD5> 9>CDBE3D9?>C G5B5 945>D931< 9> 2?D8 DB51D=5>DC 1>4 494 >?D =1;5 1 B565B5>35 D? @B935 359<9>7C D85 9>CDBE3D9?>C 31> 25 6?E>4 9> @@5>49H  9> D85 CE@@<5=5>D1BI 3?>D5>D )B51D=5>D. an. -5C$? D85> CD1BD54 G9D8 1 3?=@ED5B C3B55> D81D 9>6?B=54 @1BD939@1>DC D81D 1C 1> 1449D9?>1< BE<5 D? G81D G1C CD1D54 9> D85 GB9DD5> 9>CDBE3D9?>C 1 @B935 359<9>7 G?E<4 25 9> @<135 )85 @B935 359<9>7. M. G1C 1<G1IC    ,5 38??C5 D89C @B935 359<9>7 2531EC5 1D D89C @B935 :?9>D @B?KDC 1B5 =1H9=9J54 CE2:53D D? D85 3?>CDB19>D ?6 D85 359<9>7 259>7 25<?G D85 ;9>; 9> D85 45=1>4 3EBF5 1D

(66)  %2F9?EC<I D85 359<9>7 >55454 D? 25 49R5B5>D D81> 59D85B ?6 D85 ;9>;C D? 49CD9>7E9C8 3?<<EC9?> 1D D85 359<9>7. ed. 6B?= 3?<<EC9?> 1D 1 ;9>; 9F5> D81D 1>I 359<9>7 <1B75B D81>

(67)  G?E<4 I95<4 <?G5B :?9>D @B?KDC D81> 3?<<EC9?> 1D

(68)  G8938 G?E<4 81F5 <514 D? DG? 3?=@5D9>7 31>4941D5C 6?B 3?<<EC9F5 @B935C 1>4 85>35. pt. =145 1> 5R53D ?6 D85 @B935 359<9>7 <5CC <9;5<I $?D5 D81D 2I @B939>7 1D D85 359<9>7 9>CD514 ?6 D85 $1C85AE9<92B9E= @B935 ?6

(69)  (5<<5B 1>4 (5<<5B

(70) G?E<4 9>3B51C5 @B?KDC 2I 12?ED

(71)  1>4  B5C@53D9F5<I. Ac ce. 1 2 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 53 54 55 56 57 58 59 60 61 62 63 64 65. )B51D=5>DC 6EBD85B=?B5 49R5B54 2I D85 9>6?B=1D9?> C5<<5BC 814 12?ED D85 2EI5BC > D85 KBCD. DG? DB51D=5>DC -5C$?>6? 1>4 $?-5C>6? C5<<5BC G5B5 9>6?B=54 12?ED D85 2EI5BCM G9<<9>7>5CC D? @1I > D85 C53?>4 DG? DB51D=5>DC -5C$?$?>6? 1>4 $?-5C$?>6? D85I G5B5 ?><I 9>6?B=54 D81D 5138 2EI5B 814 1 79F5> G9<<9>7>5CC D? @1I D85I G5B5 1<C? >?D 9>6?B=54 12?ED D85 >E=25B ?6 2EI5BC )89C I95<4C 1  45C97> 1C 79F5> 9> )12<5  ,9D8?ED 45=1>4 9>6?B=1D9?> 3?<<E49>7 9> D85 12C5>35 ?6 1 @B935 359<9>7 9C @1BD93E<1B<I 1>4 9>D5>D9?>1<<I 49Q3E<D )89C 9>3B51C5C D85 C3?@5 6?B D85 @B935 359<9>7 D? =1;5 3?<<EC9?> =?B5 <9;5<I 1C 9D @B?F945C 1 E>9AE5 6?31< @?9>D > 5138 ?6 D85 >6? DB51D=5>DC G5 814  @19BC ?6 C5<<5BC 1>4 9> 5138 ?6 D85 $?>6? DB51D=5>DC G5 814  @19BC 5>35 ?EB D?D1< >E=25B ?6 CE2:53DC G1C   I95<49>7 1 D?D1< ?6 . @B935. . Page 12 of 29.

(72) 38?935C )85 >6? DB51D=5>DC G5B5 BE> 1D '?I1< ?<<?G1I 1>4 D85 $?>6? DB51D=5>DC 1D )9<2EB7 *>9F5BC9DI D 2?D8 <?31D9?>C CE2:53DC G5B5 @B9=1B9<I E>45B7B14E1D5 CDE45>DC 6B?= 1 <1B75 F1B95DI ?6 K5<4C > D85 >6? DB51D=5>DC 5H@5B9=5>D1< @?9>DC G5B5 3?>F5BD54 9>D? &?E>4C (D5B<9>7 1D 1 B1D5 ?6  @?9>DC   1>4 9> D85 $?>6? DB51D=5>DC 9>D? EB?C 1D 1 B1D5 ?6 . @?9>DC  *'  B5L53D9>7 B?E78<I D85 ?Q391< 5H381>75 B1D5 1D D85 D9=5 ?6 D85 5H@5B9=5>DC &1BD939@1>DC B5359F54 >? C8?GE@ 655 9> 1449D9?> 56?B5 D85 KBCD B?E>4 G1C CD1BD54 CE2:53DC G5B5 1C;54 D? 1>CG5B 3?>DB?<. ip t. AE5CD9?>C D? 5>CEB5 D81D 5F5BI2?4I 814 1> E>45BCD1>49>7 ?6 8?G D85 =1B;5D G?B;C << C5CC9?>C G5B5 3?=@ED5B9J54 EC9>7 J)B55 9C3821385B

(73).  (5CC9?>C D??; 12?ED  =9>ED5C 1>4 1F5B175.

(74) )"$ & %'&%. us. . cr. 51B>9>7C G5B5 12?ED *' . > D85 6?<<?G9>7 49C3ECC9?> ?6 D85 5H@5B9=5>D1< B5CE<DC G5 G9<< CDE4I D85 5R53DC ?6 1 @B935 359<9>7 ?>. an. F1B9?EC =51CEB5C >1=5<I D85 >E=25B ?6 3?<<EC9F5 @B935C 38?C5> D85 >E=25B ?6 3?<<E49>7 KB= @19BC D85 1F5B175 @B935C 1>4 D85 457B55 ?6 3?<<EC9F5>5CC )85 6?31<@?9>D 8I@?D85C9C @B5493DC D81D 9> D85. M. @B5C5>35 ?6 1 @B935 359<9>7 D85 KB=C 9> 1 =1B;5D =?B5 6B5AE5>D<I =1>175 D? 3??B49>1D5 D81> G9D8?ED 1 359<9>7 1>4 C@539K31<<I D81D D85 @B935 D85I 3??B49>1D5 ?> G9<< 5AE1< D85 359<9>7 )? 144B5CC D89C 8I@?D85C9C G5 KBCD 3?>C945B D85 49CDB92ED9?> ?6 ?2C5BF54 @B935C G9D8 1 6?3EC ?> D85 C81B5 ?6 @B935C. ed. 1D D85 359<9>7 ?B 12?F5 96 @5B=9DD54 1>4 D85> D85 3?<<EC9F5>5CC 9> 9>49F94E1< =1B;5DC 97EB5C

(75) 1>4 C8?G 6?B D85 DB51D=5>DC G9D8 1>4 G9D8?ED 45=1>4 9>6?B=1D9?> B5C@53D9F5<I. pt. D85 49CDB92ED9?> ?6 9>49F94E1< @B935 38?935C 13B?CC 1<< =1B;5DC 1>4 @5B9?4C 3?>49D9?>1< ?> 1 359<9>7 259>7 9> @<135 ?B >?D C 97EB5C

(76) 1>4 C8?G G89<5 @B935C 5H13D<I 5AE1< D?

(77)  1B5 =?B5 6B5AE5>D G9D8 1 359<9>7 9> @<135 @B935C <1B75B D81> ?B 5AE1< D?

(78)  1B5 =?B5 6B5AE5>D G9D8?ED 1 @B935 359<9>7. Ac ce. 1 2 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 53 54 55 56 57 58 59 60 61 62 63 64 65. 2?D8 G9D8 1>4 G9D8?ED 45=1>4 9>6?B=1D9?> (@539K31<<I G9D8 45=1>4 9>6?B=1D9?> 9> -5C$?  ?6 @B935 38?935C 1B5 5AE1< D?

(79)  9> D85 KBCD @81C5 G9D8 1 359<9>7 2ED

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(86) 

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(90) 1200 1000 800 600 400 200 0. ip t. Frequency. Histogram of prices (with demand information). Price Category. CeilingInfo. us. NoCeilingInfo. cr. <15 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31- 40 41- 48 >48 39 47. an. 97EB5

(91)  9CD?7B1= ?6 @B935 38?935C 6?B D85 DB51D=5>DC G9D8 45=1>4 9>6?B=1D9?> $?D5 HDB5=5 31D57?B95C G9D8 65G ?2C5BF1D9?>C 1B5 177B571D54. M. CE775CD D81D D85 3?>35>DB1D9?> 1D

(92)  G9D8 1 359<9>7 B1D85B B5CE<DC 6B?= D85 359<9>7 259>7 29>49>7 D81> 6B?= C5BF9>7 1C 6?31< @?9>D &ED 49R5B5>D<I D85 359<9>7 CE@B5CC5C @B935C D81D G?E<4 ?D85BG9C5. ed. 81F5 255> 89785B B1D85B D81> @E<<9>7 E@ @B935C D81D G?E<4 ?D85BG9C5 81F5 255> <?G5B #?B5 75>5B1<<I @B935C 12?F5 D85 $1C8 5AE9<92B9E= ?33EB CE2CD1>D91<<I =?B5 6B5AE5>D<I G9D8 ?ED 1 @B935 359<9>7 D81> G9D8 1 @B935 359<9>7 2?D8 G9D8 1>4 G9D8?ED 45=1>4 9>6?B=1D9?> EBD85B. pt. =?B5 $1C85AE9<92B9E= @B935C 1B5 ?F5BG85<=9>7<I D85 =?CD 6B5AE5>D @B935C 1>4 ?33EB 5F5> C<978D<I =?B5 6B5AE5>D<I G9D8 1 @B935 359<9>7 9> @<135 D81> G9D8?ED 2?D8 G9D8 1>4 G9D8?ED 45=1>4 9>6?B. Ac ce. 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65. =1D9?> G9D8 45=1>4 9>6?B=1D9?> -5C$? G9D8 359<9>7    G9D8?ED 359<9>7   $?-5C G9D8 359<9>7  G9D8?ED 359<9>7  G9D8?ED 45=1>4 9>6?B=1D9?> -5C$? G9D8 359<9>7

(93)  G9D8?ED 359<9>7  $?-5C G9D8 359<9>7  G9D8?ED 359<9>7 

(94)  $?>@1B1=5DB93 D5CDC CE@@?BD D85C5 ?2C5BF1D9?>C ,85>5F5B D85B5 1B5 C97>9K31>D 49R5B5>35C. 9> D85 6B5AE5>3I ?6 8978 @B935C D81D 9C @B935C <1B75B D81> ?B 5AE1< D?

(95)  2?D8 G9D89> 1>4 13B?CC DB51D=5>DC D85I 9>4931D5 =?B5 8978 @B935C G9D8?ED 1 359<9>7 )85 6B5AE5>3I ?6 $1C85AE9<92B9E= . (@539K31<<I #1>>,89D>5I D5CDC EC9>7 D85 >E=25B ?6 8978 @B935 38?935C 9> 1 @19B 1C 9>45@5>45>D ?2C5BF1D9?>. C8?G D85 6?<<?G9>7 C97>9K31>D 5R53DC ,9D8 45=1>4 9>6?B=1D9?> @B935C  

(96) 1B5 =?B5 6B5AE5>D 9> @5B9?4C  ?6 $?-5C D81> -5C$?    2ED D85I 1B5 =?B5 6B5AE5>D 9> @5B9?4C  ?6 -5C$? D81> $?-5C     G85B5 D85 5R53DC 9> 2?D8 31C5C 1B5 >?D C97>9K31>D 1>I=?B5 96 G5 B5CDB93D D85 1>1<IC9C D? D85 C53?>4  @5B9?4C ?6 D85 @81C5. . Page 14 of 29.

(97) 1200 1000 800 600 400 200 0. ip t. Frequency. Histogram of prices (without demand information). Price Category. CeilingNoInfo. us. NoCeilingNoInfo. cr. <15 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31- 40 41- 48 >48 39 47. an. 97EB5  9CD?7B1= ?6 @B935 38?935C 6?B D85 DB51D=5>DC G9D8?ED 45=1>4 9>6?B=1D9?> $?D5 HDB5=5 31D57?B95C G9D8 65G ?2C5BF1D9?>C 1B5 177B571D54. M. @B935C 9>3B51C5C G9D89> DB51D=5>DC 6?B 1<< DB51D=5>DC G85B51C 13B?CC DB51D=5>DC D85 ?><I C97>9K31>D 49R5B5>35 CE@@?BDC =?B5 $1C85AE9<92B9E= @B935C G9D8 1 359<9>7 ,5 CE==1B9J5 D85 =19> B5CE<D. %$(&!. ed. ?> D85 @B935 49CDB92ED9?> 1C  &" " #  $  #)$ *"  $ %"   "#. pt. ,9D8?ED 45=1>4 9>6?B=1D9?> @B935C  

(98) 1B5 =?B5 6B5AE5>D 9> $?-5C D81> 9> -5C$? ?><I G85> B5CDB93D9>7 1DD5>D9?> D? @5B9?4C       2ED 1719> D85I 1B5 =?B5 6B5AE5>D 9> @5B9?4C  ?6 -5C$? D81> $?-5C    G85B5 D85 5R53D 1719> <?C5C C97>9K31>35 6?B D85 <1CD  @5B9?4C 33?B49>7 D? ,9<3?H?> C97>54B1>; D5CDC 3?=@1B9>7 51B<I. Ac ce. 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65. G9D8 <1D5 @5B9?4C 9> D85 C1=5 @19B G5 K>4 D85 6?<<?G9>7 C97>9K31>D 49R5B5>35C ,9D8 45=1>4 9>6?B=1D9?> 9> -5C$? 8978 @B935C 253?=5 =?B5 6B5AE5>D 6B?= @5B9?4C  D? @5B9?4C     1>4 D89C 5R53D 9C C97>9K31>D 5F5> 96 G5 6?3EC ?> D85 <1CD  @5B9?4C 9> 5138 @81C5     ,9D8?ED 45=1>4 9>6?B=1D9?> 9> -5C$? 8978 @B935C 1<C? 253?=5 =?B5 6B5AE5>D 9> D85 C53?>4 @81C5     2ED D81D 5R53D 9C >?D C97>9K31>D 96 G5 6?3EC ?><I ?> D85 <1CD  @5B9?4C 9> 5138 @81C5 > 3?>DB1CD 9> $?-5C G9D8?ED 45=1>4 9>6?B=1D9?> 8978 @B935C 1B5 <5CC 6B5AE5>D 9> @5B9?4C  D81>     G9D8 >? C97>9K31>D 5R53D 96 G5 3?=@1B5 @5B9?4C  G9D8   . )85 9>3B51C5 9C C97>9K31>D G9D8 45=1>4 9>6? 9> $?-5C 96 G5 B5CDB93D D85 1>1<IC9C D? @5B9?4C   1>4 .    G9D8?ED 45=1>4 9>6? 9> -5C$? 6B?= @5B9?4C  D?     1>4 6?B   3?=@1B54 D?     1>4 9> $?-5C 6B?=  D?     1>4 5F5> 6?B D85 <1CD  @5B9?4C 9> 5138 @81C5   . ,9D8?ED 45=1>4 9>6?B=1D9?> 9> @5B9?4C  $1C85AE9<92B9E= @B935C ?33EB =?B5 6B5AE5>D<I 9> $?-5C D81> 9>. -5C$?     G9D8 >? C97>9K31>D 49R5B5>35 9> D85 <1CD  @5B9?4C.

(99). Page 15 of 29.

(100)   $( " ## "!%$ '$     )85 @B5C5>35 ?6 1 @B935 359<9>7 D8EC 4?5C >?D <514 D? 1 89785B 6B5AE5>3I ?6 3?<<EC9F5 @B935 38?935C )85 6?31< @?9>D 8I@?D85C9C =?B5 C@539K31<<I @B5493DC D81D KB=C G9<< K>4 9D 51C95B D? 3??B49>1D5 ?> 38??C9>7 @B935C 1D D85 @B935 359<9>7 D81> D? 3??B49>1D5 ?> 1>I 3?<<EC9F5 @B935 9> D85 12C5>35 ?6 1 359<9>7 > 1449D9?> D85 @B5C5>35 ?6 1 @B935 359<9>7 B5CDB93DC D85 CDB1D57I C@135 1>4. ip t. D89C 31> =1;5 3??B49>1D9?> 51C95B G9D8?ED 3??B49>1D9?> >535CC1B9<I 259>7 1D D85 @B935 359<9>7 9DC5<6 ,5 D8EC 3?>C945B >5HD D85 31C5C G85B5 2?D8 KB=C 381B75 D85 C1=5 @B935 1>4 D85> D1;5 1 <??; 1D 9>49F94E1< =1B;5DC G85B5 2?D8 KB=C B5@51D54<I C5D D85 C1=5 @B935. cr. %> 1> 177B571D5 <5F5< C9=@<I 3?>C945B9>7 8?G ?6D5> 2?D8 KB=C 9> 1 =1B;5D 381B75 D85 C1=5 @B935 D85B5 9C 1D 25CD G51; 5F945>35 9> CE@@?BD ?6 D85 6?31<@?9>D CD?BI ,9D8 45=1>4 9>6?B=1D9?>. us. 9> $?-5C 9>  ?6 31C5C 2?D8 KB=C 381B75    9> D85 C53?>4 @81C5 G85> D85 359<9>7 9C 9> @<135 G85B51C ?><I  ?6 @B935 @19BC 1B5 1D    9> D85 KBCD @81C5 1>4  1D    ,89<5. an. D89C 9C CE@@?BD9>7 D85 6?31<@?9>D 8I@?D85C9C 9> -5C$? D85 @1DD5B> 9C B5F5BC54 > D85 KBCD @81C5  ?6 @B935 @19BC 1B5 1D D85 359<9>7 1<< 3?=9>7 6B?= ?>5 @19B D81D 3?<<E45C D8B?E78?ED G85B51C

(101)  1B5 1D    9> D85 C53?>4 @81C5 )89C CE775CDC D81D ?F5B1<< D85 @B935 359<9>7 9C C<978D<I =?B5. M. CE335CC6E< 1C 1 6?31< @?9>D D81> D85 ;9>; 9> D85 45=1>4 3EBF5 ,5 G?E<4 D85> 5H@53D D85B5 D? 25 1 CDB?>75B 5R53D ?6 D85 @B935 359<9>7 9> D85 DB51D=5>DC G9D8?ED 45=1>4 9>6?B=1D9?> G85B5 9> D85 @1BD. ed. G9D8?ED D85 359<9>7 9> @<135 >? 6?31< @?9>D 9C 1F19<12<5 )89C 8?G5F5B 9C >?D D85 31C5 > $?-5C 9> D85 C53?>4 @81C5 >? @19B 5F5B 381B75C :?9>D<I =?B5 D81>    1>4 >?>5 381B75C 12?F5  

(102) 9> D85 KBCD @81C5 > -5C$? 1 >57<9712<5 C81B5   ?6 @B935 @19BC 9C 1D D85 359<9>7 9> D85 KBCD @81C5. pt. G89<5  1B5 1D   1>4  1D    > D85 C53?>4 @81C5

(103) 

(104)     1>4  1B5 1D      1>4  B5C@53D9F5<I )8EC G9D8?ED 45=1>4 9>6?B=1D9?> 9> D85 KBCD @81C5. Ac ce. 1 2 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 53 54 55 56 57 58 59 60 61 62 63 64 65. 3??B49>1D9?> C55=C 51C95B G9D8 1 @B935 359<9>7 D81> G9D8?ED 2ED D89C 4?5C >?D ?33EB 1D D85 359<9>7 1>4 85>35 G?E<4 CE@@?BD 1> 5R53D ?6 B54E39>7 D85 CDB1D57I C@135 B1D85B D81> ?6 1 6?31< @?9>D ,5 >?G DEB> D? 9>49F94E1< =1B;5DC > @@5>49H  9> D85 CE@@<5=5>D1BI =1D5B91< G5. @B5C5>D 1 45D19<54 49C3ECC9?> 1>4 1 D12<5 G9D8 D85 @19BC D81D =1>175 D? 3??B49>1D5 ?> 1 CE@B1 3?=@5D9D9F5 @B935 6?B C5F5B1< CE2C5AE5>D @5B9?4C 9> 1D <51CD ?>5 @81C5 ?6 D85 5H@5B9=5>D )85 =19> ?2C5BF1D9?> 9C D81D 96 @19BC ?6 C5<<5BC =1>175 D? 3?<<E45 D85I DI@931<<I 4? C? 9> D85 C53?>4 81<6 ?6 D85 5H@5B9=5>D )85 @B5C5>35 ?6 1 @B935 359<9>7 4?5C >?D 81F5 1>I 5R53D ?> D85 <9;5<98??4 ?6 13895F9>7 3?<<EC9?> %6 D85

(105) @19BC ?ED ?6   G8? 3?<<E45 9> D85 C53?>4 @81C5 ?><I  6135 1 @B935 359<9>7 G89<5  4? >?D G85B5 ?>5 5138 4? >?D 3??B49>1D5 ?> 1 &1B5D?9=@B?F9>7 @B935 =?>7 D85 KF5 @19BC G8? 3?<<E45 9> D85 KBCD @81C5 1<< ?6 G8938 1<C? 3??@5B1D5 9> D85 C53?>4 @81C5 6?EB . Page 16 of 29.

(106) Evolution of average prices (with demand information) 33. 29. ip t. 27 25 23 21 19 6. 11. 16. 21. 26. 31 Period. 41. 46. 51. 56. YesNo-Info. an. NoYes-Info. 36. us. 1. cr. Average price. 31. 97EB5  5F5<?@=5>D ?6 1F5B175 @B935C 13B?CC D9=5 9> D85 DB51D=5>DC G9D8 45=1>4 9>6?B=1D9?>. M. $?D5 6D5B &5B9?4 D85 @B935 359<9>7 G1C B5=?F54 9> DB51D=5>D -5C$? 1>4 9>DB?4E354 9> DB51D=5>D $?-5C. 6135 1 @B935 359<9>7 2ED ?><I ?>5 ?6 D85= 13DE1<<I 3?<<E45C 1D D85 359<9>7 )89C CE775CDC D81D D85. ed. @B935 359<9>7 9> D85 KBCD @81C5 5>12<5C 3??B49>1D9?> 2I B5CDB93D9>7 D85 CDB1D57I C@135 B1D85B D81> 2I @B?F949>7 1 6?31< @?9>D '5=1B;12<I 9> D85 DB51D=5>DC G9D8?ED 45=1>4 9>6?B=1D9?> G85B5 D85. pt. 6?31<@?9>D 5R53D C8?E<4 25 @1BD93E<1B<I CDB?>7 >?D 1 C9>7<5 @19B 3?<<E45C 1D D85 @B935 359<9>7 >59D85B 9> D85 KBCD >?B D85 C53?>4 @81C5 %F5B1<< CDE4I9>7 9>49F94E1< =1B;5DC G5 C55 <9DD<5 5F945>35 D81D 1 @B935 359<9>7 6139<9D1D5C 3?<<EC9?> 1>4 81B4<I 1D D85 359<9>7. Ac ce. 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65. B?= 1 3?=@5D9D9?>@?<93I @5BC@53D9F5 ?>5 =978D 25 3?>35B>54 >?D >535CC1B9<I G9D8 3?<<E. C9?> @5B C5 2ED B1D85B G9D8 D85 B5CE<D9>7 @B935C 6 1DD5=@DC 1D 3?<<EC9?> 5F5> D8?E78 E>CE335CC6E< CD9<< I95<4 89785B @B935C ?> 1F5B175 D89C 9C 3<51B<I >?D 45C9B12<5 5>35 G5 >?G D1;5 1 2B?145B <??; 1D D85 ?F5B1<< 5R53DC ?6 D85 @B5C5>35 ?6 D85 @B935 359<9>7 CD1BD9>7 G9D8 D85 45F5<?@=5>D ?6 1F5B175 @B935C 2I DB51D=5>D. 97EB5  C8?GC 1F5B175 @B935C 13B?CC @5B9?4C 6?B D85 DB51D=5>DC G9D8 45=1>4 9>6?B=1D9?> 1>4 97EB5  6?B D85 DB51D=5>DC G9D8?ED 45=1>4 9>6?B=1D9?> )85C5 1B5 1F5B175C ?6 D85 @?CD54 @B935C >?D G5978D54 2I AE1>D9DI C?<4 >C@53D9>7 97EB5C  1>4  G5 =1;5 1 >E=25B ?6 ?2C5BF1D9?>C 9BCD D85 DB51D=5>DC D81D CD1BD G9D8 1 @B935 359<9>7 -5C$? C8?G 1> 1<=?CD 945>D931< @1DD5B> G9D8. . Page 17 of 29.

(107) Evolution of average prices (without demand information) 33. 29. ip t. 27 25 23 21 19 6. 11. 16. 21. 26. 31 Period. 41. 46. 51. 56. YesNo-NoInfo. an. NoYes-NoInfo. 36. us. 1. cr. Average price. 31. 97EB5  5F5<?@=5>D ?6 1F5B175 @B935C 13B?CC D9=5 9> D85 DB51D=5>DC G9D8?ED 45=1>4 9>6?B=1D9?>. M. $?D5 6D5B &5B9?4 D85 @B935 359<9>7 G1C B5=?F54 9> DB51D=5>D -5C$? 1>4 9>DB?4E354 9> DB51D=5>D $?-5C. 1>4 G9D8?ED 45=1>4 9>6?B=1D9?> (@539K31<<I 1F5B175 @B935C 1B5 ?><I C<978D<I 12?F5 D85 $1C8. ed. 5AE9<92B9E= @B935

(108) 1>4 4? >?D F1BI =E38 G9D89> D85 KBCD @5B9?4C G9D8 1 @B935 359<9>7 9> @<135 2?<9C89>7 D85 @B935 359<9>7 <514C D? 1> N5H@<?C9?>O ?6 1F5B175 @B935C 12?F5 D85 6?B=5B 359<9>7. pt. 

(109)  2ED D85I D85> AE93;<I 453<9>5 1>4 D5>4 D?G1B4C 12?ED

(110)  (E38 @B935 5H@<?C9?>C 81F5 1<C? 255> ?2C5BF54 9> D85 @B5F9?EC 5H@5B9=5>DC ?> @B935 359<9>7C > ?B45B D? 5<9=9>1D5 1>I 291C5C 21C54 ?> D85C5 D5=@?B1BI 5R53DC G5 G9<< 25<?G 1<C? <??; C5@1B1D5<I 1D D85 <1DD5B 81<6 ?6 5138 @81C5. Ac ce. 1 2 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 53 54 55 56 57 58 59 60 61 62 63 64 65. (53?>4 6?B 2?D8 9>6?B=1D9?> 3?>49D9?>C 9> D85 DB51D=5>DC D81D CD1BD G9D8?ED 1 @B935 359<9>7 $?-5C 1F5B175 @B935C 453<9>5 C<978D<I ?F5B D85 KBCD @5B9?4C 1>4 D85 9>DB?4E3D9?> ?6 D85 @B935 359<9>7 81C >? >?D12<5 5R53D G9D8 @B935C 259>7 >51B<I 3?>CD1>D 9> D85 <1CD @5B9?4C ?G5F5B 6?B D85 $?-5C . )89C E@G1B4 :E=@ 9> 1F5B175 @B935C 31> 81F5 1 >E=25B ?6 5H@<1>1D9?>C 9BCD D85 12?<9C89>7 ?6 D85 @B935 359<9>7. 4B1=1D931<<I 9>3B51C5C D85 CDB1D57I C@135 1>4 D8EC B1>4?= 2581F9?B G?E<4 <514 D? =E38 89785B 1F5B175 @B935C )89C 4?5C >?D 8?G5F5B 5H@<19> G8I 1F5B175 @B935C 1B5 89785B 85B5 D81> 9> D85 KBCD 65G @5B9?4C ?6 D85 KBCD @81C5 9> DB51D=5>D $?-5C (53?>4 12?<9C89>7 D85 @B935 359<9>7 =978D 25 9>D5B@B5D54 1C 1 C97>1< D81D CE335CC6E< @B935C 1B5 12?F5 D85 6?B=5B 359<9>7 (D1BD9>7 1 >5G C51B38 6?B 8978@B?KD @B935C G?E<4 D8EC <514 D? 8978 1F5B175 @B935C )89B4 C?=5 CE2:53DC =978D 38??C5 5H35CC9F5<I 8978 @B935C 1C 1 C97>1< D? D859B 3?=@5D9D?B D81D D85I C8?E<4 19= 6?B 89785B @B935C D81> D8?C5 ?2D19>54 C? 61B. . Page 18 of 29.

(111) DB51D=5>DC @B935C 1B5 3?>C9CD5>D<I 12?ED

(112) E>9DC 89785B G9D8 45=1>4 9>6?B=1D9?> D81> G9D8?ED )89C 1@@51BC D? 25 4B9F5> 2I =?B5 G945C@B514 1DD5=@DC 9> 2?D8 @81C5C D? 3?<<E45 9> D85 $?-5C =1B;5DC G9D8 9>6?B=1D9?> D81> G9D8?ED 9>6?B=1D9?> C55 12?F5

(113) )89B4 144B5CC9>7 ?EB =19> AE5CD9?> 13B?CCDB51D=5>D 3?=@1B9C?>C C8?G D81D 96 1 @B935 359<9>7 81C 1> 5R53D 9D '"# B1D85B D81> 9>3B51C5C 1F5B175 @B935C (@539K31<<I G9D8 45=1>4 9>6?B=1D9?> @B935C 1B5 89785B G9D8?ED 1 359<9>7 5H35@D 6?B 12?ED D85 <1CD  @5B9?4C G85B5 D85I 1B5 5CC5>D91<<I 5AE1< ,9D8?ED 45=1>4. ip t. 9>6?B=1D9?> D85B5 9C 5CC5>D91<<I >? 49R5B5>35 9> D85 KBCD @5B9?4C G89<5 9> D85 <1CD @5B9?4C @B935C 1B5 3?>C9CD5>D<I <?G5B G9D8 1 @B935 359<9>7. cr. ?BB5C@?>49>7 177B571D5 41D1 1>4 D85 B5CE<DC ?6 CD1D9CD931< D5CDC 1B5 @B5C5>D54 9> D85 E@@5B 81<6 ?6 )12<5  )85 3?<<EC9?> 9>45H 41D1 @B5C5>D54 9> D85 <?G5B @1BD ?6 D85 D12<5 G9<< 25 49C3ECC54. us. 25<?G ,5 6?3EC ?> D85 @B935 41D1 6?B D85 =?=5>D )85 D12<5 3?>D19>C 1F5B175 @B935C 13B?CC @19BC 1>4 2<?3;C ?6 @5B9?4C 6?B D85 F1B9?EC DB51D=5>DC B?= <56D D? B978D D85 KBCD 3?<E=> C8?GC. an. 1F5B175C 13B?CC D85 G8?<5 KBCD @81C5 @5B9?4C   D85 C53?>4 3?<E=> 13B?CC D85 G8?<5 C53?>4 @81C5 @5B9?4C   D85 >5HD DG? 3?<E=>C D85 1F5B175C 13B?CC D85 KBCD 81<F5C ?6 D85 B5C@53D9F5 @81C5C @5B9?4C   1>4  B5C@53D9F5<I 1>4 D85 <1CD DG? 3?<E=>C D85 1F5B175C 13B?CC D85. M. C53?>4 81<F5C @5B9?4C  1>4   B5C@53D9F5<I. ,5 >?D5 KBCD 3?>C9CD5>D G9D8 ?EB ?2C5BF1D9?>C 12?F5 ?> D85 49CDB92ED9?> ?6 @B935 38?935C. ed. D81D 1F5B175 @B935C 9> 1>I DB51D=5>D 1>4 1>I @81C5 ?B @1BD D85B5?6 1B5 G5<< 25<?G D85 @B935 359<9>7 ?6

(114)  1>4 9> D85 C53?>4 81<6 ?6 5138 @81C5 D85I 1B5 1<G1IC 3<?C5B D? D85 $1C85AE9<92B9E= @B935 ?6

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