Corso A.A. 2016/17
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<div class=WordSection1>
<p class=MsoTitle><b><span style='font-size:20.0pt;color:#339966'>STATISTICA <span
class=SpellE>a.a</span>. 2016-17<o:p></o:p></span></b></p>
<p class=MsoNormal align=center style='text-align:center'> </p>
<p class=MsoNormal>Docenti:</p>
<p class=MsoNormal><o:p> </o:p></p>
<h1 align=left style='text-align:left'><span style='font-size:14.0pt;
font-style:normal;mso-bidi-font-style:italic'>Prof. Stefano Bonnini<span
style='mso-spacerun:yes'>� </span><o:p></o:p></span></h1>
<h2><i style='mso-bidi-font-style:normal'><span style='font-size:12.0pt;
font-family:"Times New Roman",serif;color:windowtext;font-weight:normal;
mso-bidi-font-weight:bold'>Ricevimento Mercoled� dalle 13 alle 15 in
Dipartimento di Economia e Management, previo appuntamento via email</span></i><i
style='mso-bidi-font-style:normal'><span style='font-weight:normal;mso-bidi-font-weight:
bold'>. <o:p></o:p></span></i></h2>
<p class=MsoNormal><o:p> </o:p></p>
<p class=MsoNormal><b style='mso-bidi-font-weight:normal'><span
style='font-size:14.0pt'>Dott.ssa Valentina Mini</span></b></p>
<p class=MsoNormal><i style='mso-bidi-font-style:normal'>Ricevimento da
concordare via email<o:p></o:p></i></p>
<p class=MsoNormal><span style='font-size:14.0pt'><o:p> </o:p></span></p>
<p class=MsoNormal><b style='mso-bidi-font-weight:normal'><span
style='color:red'><o:p> </o:p></span></b></p>
<p class=MsoNormal><b style='mso-bidi-font-weight:normal'><span
style='color:red'>COMUNICAZIONI AGLI STUDENTI DI ECONOMIA-UNIVERSITA� DI
FERRARA!<o:p></o:p></span></b></p>
<p class=MsoNormal><b style='mso-bidi-font-weight:normal'><span
style='color:red'>********************************************************************************<o:p></o:p></span></b></p>
<p class=MsoNormal style='text-align:justify'><b style='mso-bidi-font-weight:
normal'><span style='color:#632423'><o:p> </o:p></span></b></p>
<p class=MsoNormal style='text-align:justify'><b style='mso-bidi-font-weight:
normal'><span style='color:#632423'>6 marzo 2017<o:p></o:p></span></b></p>
<p class=MsoNormal style='text-align:justify'><b style='mso-bidi-font-weight:
normal'><span style='color:blue'>Data ufficiale di inizio del corso:<o:p></o:p></span></b></p>
<p class=MsoNormal style='text-align:justify'><b style='mso-bidi-font-weight:
normal'><span style='color:red'>8 marzo 2017 <o:p></o:p></span></b></p>
<p class=MsoNormal style='text-align:justify'><b style='mso-bidi-font-weight:
normal'><span style='color:#632423'><o:p> </o:p></span></b></p>
<p class=MsoNormal><o:p> </o:p></p>
<p class=MsoNormal><span lang=EN-US style='mso-ansi-language:EN-US'>Email <span
class=SpellE>professori</span>:<span style='mso-tab-count:1'>������� </span></span><b
style='mso-bidi-font-weight:normal'><span style='font-family:"Verdana",sans-serif'><a
href="mailto:stefano.bonnini@unife.it"><span lang=EN-US style='mso-ansi-language:
EN-US'>stefano.bonnini@unife.it</span></a></span></b><b style='mso-bidi-font-weight:
normal'><span lang=EN-US style='font-family:"Verdana",sans-serif;mso-ansi-language:
EN-US'><o:p></o:p></span></b></p>
<p class=MsoNormal style='margin-left:70.8pt;text-indent:35.4pt'><b
style='mso-bidi-font-weight:normal'><span style='font-family:"Verdana",sans-serif'><a
href="mailto:valentina.mini.balboni@gmail.com">valentina.mini.balboni@gmail.com</a></span><o:p></o:p></b></p>
<p class=MsoNormal><b style='mso-bidi-font-weight:normal'><span
style='mso-spacerun:yes'>�</span><span style='mso-tab-count:3'>��������������������������������� </span><u><o:p></o:p></u></b></p>
<p class=MsoNormal>Email tutor didattico: <b style='mso-bidi-font-weight:normal'><u><span
style='font-family:"Verdana",sans-serif;color:#0066FF'>federica.lorenzini@student.unife.it</span></u></b><span
style='font-family:"Verdana",sans-serif;color:#0066FF'> <o:p></o:p></span></p>
<p class=MsoNormal>Ricevimento tutor: Luned� ore 17.00-19.00, in A3, previo
appuntamento via email<span style='mso-spacerun:yes'>� </span></p>
<p class=MsoNormal><o:p> </o:p></p>
<p class=MsoNormal><b style='mso-bidi-font-weight:normal'><span
style='color:red'>*******************************************************************************</span></b></p>
<p class=MsoNormal><o:p> </o:p></p>
<p class=MsoNormal>PROGRAMMA</p>
<p class=MsoNormal style='margin-left:17.85pt;text-align:justify;text-indent:
-17.85pt'>1.<span style='font-size:7.0pt'> </span>Statistica
descrittiva: rappresentazioni grafiche, misure di sintesi e di variabilit�, dipendenza
ed indipendenza, correlazione ed interpolazione.</p>
<p class=MsoNormal style='margin-left:17.85pt;text-align:justify;text-indent:
-17.85pt'>2.<span style='font-size:7.0pt'> </span>Calcolo
delle probabilit�: concetti di base, teorema di <span class=SpellE>Bayes</span>,
distribuzioni discrete e continue.</p>
<p class=MsoNormal style='margin-left:17.85pt;text-align:justify;text-indent:
-17.85pt'>3.<span style='font-size:7.0pt'> </span>Statistica
inferenziale: campionamento statistico, stima puntuale, stima intervallare,
verifica di ipotesi, regressione lineare semplice.</p>
<p class=MsoNormal style='margin-left:17.85pt;text-align:justify;text-indent:
-17.85pt'> </p>
<p class=MsoNormal><u><span style='color:green'>Testi di riferimento</span></u><span
style='color:green'>:<o:p></o:p></span></p>
<p class=MsoNormal><span style='color:green'><o:p> </o:p></span></p>
<p class=MsoNormal><span style='color:green'>Autori: Levine DM, <span
class=SpellE>Krehbiel</span> TC, <span class=SpellE>Berenson</span> ML <o:p></o:p></span></p>
<p class=MsoNormal><span style='color:green'>Titolo: <b style='mso-bidi-font-weight:
normal'><i style='mso-bidi-font-style:normal'>Statistica <o:p></o:p></i></b></span></p>
<p class=MsoNormal><span style='color:green'>Casa Editrice: <span class=SpellE>Pearson</span>,
Milano.<o:p></o:p></span></p>
<p class=MsoNormal><span style='color:green'><o:p> </o:p></span></p>
<p class=MsoNormal><span style='color:green'>Autori: Bonnini S, Grassi A (2015)<o:p></o:p></span></p>
<p class=MsoNormal><span style='color:green'>Titolo: <b style='mso-bidi-font-weight:
normal'><i style='mso-bidi-font-style:normal'>Esercizi svolti di statistica e calcolo
delle probabilit� <o:p></o:p></i></b></span></p>
<p class=MsoNormal><span style='color:green'>Casa Editrice: Volta la carta,
Ferrara.<o:p></o:p></span></p>
<p class=MsoNormal><span style='color:green'><o:p> </o:p></span></p>
<p class=MsoNormal> </p>
<p class=MsoNormal>Modalit� della <b style='mso-bidi-font-weight:normal'><u>Prova
d�Esame</u></b>:</p>
<p class=MsoNormal style='margin-left:17.85pt;text-indent:-17.85pt'><span
style='font-family:Symbol'>�</span><span style='font-size:7.0pt'>
</span><span class=GramE>compito</span> scritto con domande a risposta multipla
(vedi sotto per esempi di compiti e soluzioni)</p>
<p class=MsoNormal style='margin-left:17.85pt;text-indent:-17.85pt'><o:p> </o:p></p>
<p class=MsoNormal><o:p> </o:p></p>
<p class=MsoNormal><b><u>Dispense per gli studenti di <span style='color:#C00000'>Economia</span>:<o:p></o:p></u></b></p>
<p class=MsoNormal><b> <span style='mso-tab-count:1'>���������� </span><u><o:p></o:p></u></b></p>
<p class=MsoNormal style='margin-left:39.0pt;text-indent:-18.0pt'><a
href="New%20Levine%20Capitolo%2001.pdf">Capitolo 1</a><span class=MsoHyperlink><o:p></o:p></span></p>
<p class=MsoNormal style='margin-left:39.0pt;text-indent:-18.0pt'><a
href="New%20Levine%20Capitolo%2002.pdf">Capitolo 2</a><span class=MsoHyperlink><o:p></o:p></span></p>
<p class=MsoNormal style='margin-left:39.0pt;text-indent:-18.0pt'><a
href="New%20Levine%20Capitolo%2003.pdf">Capitolo 3</a><span class=MsoHyperlink><o:p></o:p></span></p>
<p class=MsoNormal style='margin-left:39.0pt;text-indent:-18.0pt'><a
href="New%20Levine%20Capitolo%2004.pdf">Capitolo 4</a><span class=MsoHyperlink><o:p></o:p></span></p>
<p class=MsoNormal style='margin-left:39.0pt;text-indent:-18.0pt'><a
href="New%20Levine%20Capitolo%2005.pdf">Capitolo 5</a><span class=MsoHyperlink><o:p></o:p></span></p>
<p class=MsoNormal style='margin-left:39.0pt;text-indent:-18.0pt'><a
href="New%20Levine%20Capitolo%2006.pdf">Capitolo 6</a><span class=MsoHyperlink><o:p></o:p></span></p>
<p class=MsoNormal style='margin-left:39.0pt;text-indent:-18.0pt'><a
href="New%20Levine%20Capitolo%2007.pdf">Capitolo 7</a><span class=MsoHyperlink><o:p></o:p></span></p>
<p class=MsoNormal style='margin-left:39.0pt;text-indent:-18.0pt'><a
href="New%20Levine%20Capitolo%2008.pdf">Capitolo 8</a><span class=MsoHyperlink><o:p></o:p></span></p>
<p class=MsoNormal style='margin-left:39.0pt;text-indent:-18.0pt'><a
href="New%20Levine%20Capitolo%2009.pdf">Capitolo 9</a><span class=MsoHyperlink><o:p></o:p></span></p>
<p class=MsoNormal style='margin-left:39.0pt;text-indent:-18.0pt'><a
href="New%20Levine%20Capitolo%2010.pdf">Capitolo 10</a><span
class=MsoHyperlink><o:p></o:p></span></p>
<p class=MsoNormal style='margin-left:39.0pt;text-indent:-18.0pt'>Capitolo 11<span
class=MsoHyperlink><o:p></o:p></span></p>
<p class=MsoNormal style='margin-left:39.0pt;text-indent:-18.0pt'><a
href="New%20Levine%20Capitolo%2012.pdf">Capitolo 12</a><span
class=MsoHyperlink><o:p></o:p></span></p>
<p class=MsoNormal> </p>
<p class=MsoNormal><a href="http://www.gest.unipd.it/%7Esalmaso/levine10.pdf">(Analisi
di regressione multipla)</a></p>
<p class=MsoNormal> </p>
<p class=MsoNormal><b><u>Esercizi e soluzioni:</u></b><span style='font-variant:
small-caps'><o:p></o:p></span></p>
<p class=MsoNormal> </p>
<p class=MsoNormal style='margin-left:36.0pt;text-indent:-18.0pt'>-<span
style='font-size:7.0pt'> </span><a
href="http://www.gest.unipd.it/%7Esalmaso/Esercizi%20Statistica%20Descrittiva_19_10_05.pdf">Esercizi
1</a></p>
<p class=MsoNormal style='margin-left:36.0pt;text-indent:-18.0pt'>-<span
style='font-size:7.0pt'> </span><a
href="http://www.gest.unipd.it/%7Esalmaso/Esercizi%20Inferenza%201%20campione_21_11_05.pdf">Esercizi
2</a></p>
<p class=MsoNormal style='margin-left:36.0pt;text-indent:-18.0pt'>-<span
style='font-size:7.0pt'> </span><a
href="http://www.gest.unipd.it/%7Esalmaso/Esercizi%20Inferenza%202%20campioni_30_11_05.pdf">Esercizi
(2 campioni)</a></p>
<p class=MsoNormal style='margin-left:36.0pt;text-indent:-18.0pt'>-<span
style='font-size:7.0pt'> </span><a
href="http://www.gest.unipd.it/%7Esalmaso/Esercizio%209_42%20%28regressione%29.pdf">Esercizi
(Regressione)</a></p>
<p class=MsoNormal style='margin-left:36.6pt;text-indent:-18.6pt;mso-list:l0 level1 lfo2;
tab-stops:list 36.6pt'><![if !supportLists]><span style='mso-list:Ignore'>-<span
style='font:7.0pt "Times New Roman"'>
</span></span><![endif]><a
href="http://www.gest.unipd.it/%7Esalmaso/Esercizi%20Regressione_01_12_05.pdf">Ulteriori
esercizi (regressione)</a> </p>
<p class=MsoNormal style='margin-left:18.0pt'><o:p> </o:p></p>
<p class=MsoNormal style='margin-left:36.6pt;text-indent:-18.6pt;mso-list:l0 level1 lfo2;
tab-stops:list 36.6pt'><![if !supportLists]><span style='mso-list:Ignore'>-<span
style='font:7.0pt "Times New Roman"'>
</span></span><![endif]><a href="Compitini_0708.zip">Prove parziali 2007-08</a></p>
<div style='border-color:-moz-use-text-color -moz-use-text-color windowtext'>
<p class=MsoNormal style='margin-left:36.6pt;text-indent:-18.6pt;mso-list:l0 level1 lfo2;
tab-stops:list 36.6pt'><![if !supportLists]><span style='mso-list:Ignore'>-<span
style='font:7.0pt "Times New Roman"'>
</span></span><![endif]><a href="Esame_080617.zip">Esame 17/06/2008</a></p>
<p class=MsoNormal style='margin-left:36.6pt;text-indent:-18.6pt;mso-list:l0 level1 lfo2;
tab-stops:list 36.6pt'><![if !supportLists]><span style='mso-list:Ignore'>-<span
style='font:7.0pt "Times New Roman"'>
</span></span><![endif]><a href="Esame_080708.zip">Esame 08/07/2008</a></p>
<p class=MsoNormal style='margin-left:36.6pt;text-indent:-18.6pt;mso-list:l0 level1 lfo2;
tab-stops:list 36.6pt'><![if !supportLists]><span style='color:blue'><span
style='mso-list:Ignore'>-<span style='font:7.0pt "Times New Roman"'>
</span></span></span><![endif]><a href="Esame_080909.zip">Esame 09/09/2008</a><u><span
style='color:blue'><o:p></o:p></span></u></p>
<p class=MsoNormal style='margin-left:36.6pt;text-indent:-18.6pt;mso-list:l0 level1 lfo2;
tab-stops:list 36.6pt'><![if !supportLists]><span style='color:blue'><span
style='mso-list:Ignore'>-<span style='font:7.0pt "Times New Roman"'>
</span></span></span><![endif]><a href="Esame_080923.zip">Esame 23/09/2008</a><u><span
style='color:blue'><o:p></o:p></span></u></p>
<p class=MsoNormal style='margin-left:36.6pt;text-indent:-18.6pt;mso-list:l0 level1 lfo2;
tab-stops:list 36.6pt'><![if !supportLists]><span style='mso-list:Ignore'>-<span
style='font:7.0pt "Times New Roman"'>
</span></span><![endif]><a href="Esame_090129.zip">Esame 29/01/2009</a></p>
<p class=MsoNormal style='margin-left:36.6pt;text-indent:-18.6pt;mso-list:l0 level1 lfo2;
tab-stops:list 36.6pt'><![if !supportLists]><span style='mso-list:Ignore'>-<span
style='font:7.0pt "Times New Roman"'>
</span></span><![endif]><a href="Esame_090212.zip">Esame 12/02/2009</a></p>
<p class=MsoNormal style='margin-left:36.6pt;text-indent:-18.6pt;mso-list:l0 level1 lfo2;
tab-stops:list 36.6pt'><![if !supportLists]><span style='mso-list:Ignore'>-<span
style='font:7.0pt "Times New Roman"'>
</span></span><![endif]><a href="Esame_090616.zip">Esame 16/06/2009</a></p>
<p class=MsoNormal style='margin-left:36.6pt;text-indent:-18.6pt;mso-list:l0 level1 lfo2;
tab-stops:list 36.6pt'><![if !supportLists]><span style='mso-list:Ignore'>-<span
style='font:7.0pt "Times New Roman"'>
</span></span><![endif]><a href="Esame_090707.zip">Esame 07/07/2009</a></p>
<p class=MsoNormal style='margin-left:36.6pt;text-indent:-18.6pt;mso-list:l0 level1 lfo2;
tab-stops:list 36.6pt'><![if !supportLists]><span style='color:blue'><span
style='mso-list:Ignore'>-<span style='font:7.0pt "Times New Roman"'>
</span></span></span><![endif]><a href="Esame_090908.zip">Esame 08/09/2009</a><u><span
style='color:blue'><o:p></o:p></span></u></p>
<p class=MsoNormal style='margin-left:36.6pt;text-indent:-18.6pt;mso-list:l0 level1 lfo2;
tab-stops:list 36.6pt'><![if !supportLists]><span style='color:blue'><span
style='mso-list:Ignore'>-<span style='font:7.0pt "Times New Roman"'>
</span></span></span><![endif]><a href="Esame_090922.zip">Esame 22/09/2009</a><u><span
style='color:blue'><o:p></o:p></span></u></p>
<p class=MsoNormal style='margin-left:36.6pt'><o:p> </o:p></p>
<p class=MsoNormal><b><u><o:p><span style='text-decoration:none'> </span></o:p></u></b></p>
<p class=MsoNormal><b><u>Compiti e soluzioni con modalit� attuale (domande a
risposta multipla) per gli studenti di <span style='color:#C00000'>Economia</span>:<o:p></o:p></u></b></p>
<p class=MsoNormal><b><u><o:p><span style='text-decoration:none'> </span></o:p></u></b></p>
<p class=MsoNormal>L'esame � scritto e consiste in 16 quesiti a risposta multipla
per ciascuno dei quali lo studente deve indicare la risposta corretta. Ogni
risposta esatta vale +2, ogni risposta sbagliata vale -1 e ogni risposta non
data vale 0. </p>
<p class=MsoNormal>Il voto finale � dato dalla somma dei punteggi dei singoli
quesiti. La lode viene data in caso di punteggio superiore a 30.</p>
<p class=MsoNormal><span style='font-variant:small-caps'><o:p> </o:p></span></p>
<p class=msolistparagraph0CxSpFirst style='margin-left:72.6pt;mso-add-space:
auto;text-indent:-18.0pt;mso-list:l1 level1 lfo4'><![if !supportLists]><span
style='font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
Symbol;color:blue'><span style='mso-list:Ignore'>�<span style='font:7.0pt "Times New Roman"'>
</span></span></span><![endif]><a href="EconomiaFE_CompitoEsempio.pdf">Esempio
1</a><u><span style='color:blue'><o:p></o:p></span></u></p>
<p class=msolistparagraph0CxSpMiddle style='margin-left:72.6pt;mso-add-space:
auto;text-indent:-18.0pt;mso-list:l1 level1 lfo4'><![if !supportLists]><span
style='font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
Symbol;color:blue'><span style='mso-list:Ignore'>�<span style='font:7.0pt "Times New Roman"'>
</span></span></span><![endif]><a href="Economia_FE_120612.soluz.zip">Esempio 2</a><u><span
style='color:blue'><o:p></o:p></span></u></p>
<p class=msolistparagraph0CxSpMiddle style='margin-left:72.6pt;mso-add-space:
auto;text-indent:-18.0pt;mso-list:l1 level1 lfo4'><![if !supportLists]><span
style='font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
Symbol;color:blue'><span style='mso-list:Ignore'>�<span style='font:7.0pt "Times New Roman"'>
</span></span></span><![endif]><a href="Economia_FE_120703_soluz.zip">Esempio 3</a><u><span
style='color:blue'><o:p></o:p></span></u></p>
<p class=msolistparagraph0CxSpMiddle style='margin-left:72.6pt;mso-add-space:
auto;text-indent:-18.0pt;mso-list:l1 level1 lfo4'><![if !supportLists]><span
style='font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
Symbol;color:blue'><span style='mso-list:Ignore'>�<span style='font:7.0pt "Times New Roman"'>
</span></span></span><![endif]><a href="EconomiaFE_120904_soluz.pdf">Esempio 4</a><u><span
style='color:blue'><o:p></o:p></span></u></p>
<p class=msolistparagraph0CxSpLast style='margin-left:72.6pt;mso-add-space:
auto;text-indent:-18.0pt;mso-list:l1 level1 lfo4'><![if !supportLists]><span
style='font-family:Symbol;mso-fareast-font-family:Symbol;mso-bidi-font-family:
Symbol;color:blue'><span style='mso-list:Ignore'>�<span style='font:7.0pt "Times New Roman"'>
</span></span></span><![endif]><a href="Economia_FE_120919_soluz.pdf">Esempio 5</a><u><span
style='color:blue'><o:p></o:p></span></u></p>
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