{"id":2078,"date":"2022-01-26T22:46:56","date_gmt":"2022-01-26T22:46:56","guid":{"rendered":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/?post_type=chapter&#038;p=2078"},"modified":"2022-02-09T21:13:58","modified_gmt":"2022-02-09T21:13:58","slug":"15d","status":"publish","type":"chapter","link":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/chapter\/15d\/","title":{"raw":"15D","rendered":"15D"},"content":{"raw":"<div align=\"center\">\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><\/td>\r\n<td><strong>Type of residence<\/strong><\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Urban<\/td>\r\n<td>Suburban<\/td>\r\n<td>Rural<\/td>\r\n<td>Total<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><strong>Number of books read<\/strong><\/td>\r\n<td>None<\/td>\r\n<td>133<\/td>\r\n<td>144<\/td>\r\n<td>81<\/td>\r\n<td>358<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>1\u20134<\/td>\r\n<td>146<\/td>\r\n<td>149<\/td>\r\n<td>53<\/td>\r\n<td>348<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>5\u20139<\/td>\r\n<td>76<\/td>\r\n<td>74<\/td>\r\n<td>33<\/td>\r\n<td>183<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>10+<\/td>\r\n<td>194<\/td>\r\n<td>216<\/td>\r\n<td>76<\/td>\r\n<td>486<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><\/td>\r\n<td>Total<\/td>\r\n<td>549<\/td>\r\n<td>583<\/td>\r\n<td>243<\/td>\r\n<td>1,375<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<div align=\"center\">\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><\/td>\r\n<td><\/td>\r\n<td>Urban<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><strong>Number of books read<\/strong><\/td>\r\n<td>None<\/td>\r\n<td>133<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>1\u20134<\/td>\r\n<td>146<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>5\u20139<\/td>\r\n<td>76<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>10+<\/td>\r\n<td>194<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Total<\/td>\r\n<td>549<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><\/td>\r\n<td><\/td>\r\n<td>Urban<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><strong>Relative frequency of books read as a percentage<\/strong><\/td>\r\n<td>None<\/td>\r\n<td>0.2423<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>1\u20134<\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>5\u20139<\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>10+<\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Total<\/td>\r\n<td>1<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<div align=\"center\"><\/div>\r\n<div align=\"center\"><\/div>\r\n<div align=\"center\">\r\n<div align=\"center\">\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><\/td>\r\n<td>&lt; $30,000<\/td>\r\n<td>$30,000\u2013$74,999<\/td>\r\n<td>$75,000 and up<\/td>\r\n<td>Total<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Post-Grad Degree<\/td>\r\n<td>18.507<\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<td>56<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><strong>Observed count proportion<\/strong><\/td>\r\n<td><strong>Income level<\/strong><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>&lt;$30,000<\/td>\r\n<td>$30,000\u2013$74,999<\/td>\r\n<td>$75,000 and up<\/td>\r\n<td>Total<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><strong>Education level<\/strong><\/td>\r\n<td>Post-Grad Degree<\/td>\r\n<td>2<\/td>\r\n<td>8<\/td>\r\n<td>46<\/td>\r\n<td>56\r\n\r\n0.04354588<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>College Degree<\/td>\r\n<td>39<\/td>\r\n<td>113<\/td>\r\n<td>202<\/td>\r\n<td>354\r\n\r\n&nbsp;<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Some College<\/td>\r\n<td>131<\/td>\r\n<td>138<\/td>\r\n<td>120<\/td>\r\n<td>389\r\n\r\n&nbsp;<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>HS Grad<\/td>\r\n<td>175<\/td>\r\n<td>129<\/td>\r\n<td>65<\/td>\r\n<td>369\r\n\r\n&nbsp;<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>No HS Degree<\/td>\r\n<td>78<\/td>\r\n<td>32<\/td>\r\n<td>8<\/td>\r\n<td>118\r\n\r\n&nbsp;<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Total<\/td>\r\n<td>425\r\n\r\n0.33048212<\/td>\r\n<td>420\r\n\r\n&nbsp;<\/td>\r\n<td>441\r\n\r\n&nbsp;<\/td>\r\n<td>1,286\r\n\r\n1<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<\/div>\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><strong>Number of books read<\/strong><\/td>\r\n<td>None<\/td>\r\n<td>358<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>1\u20134<\/td>\r\n<td>348<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>5\u20139<\/td>\r\n<td>183<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>10+<\/td>\r\n<td>486<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Total<\/td>\r\n<td>1,375<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><strong>Relative frequency of number of books read as a percentage<\/strong><\/td>\r\n<td>None<\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>1\u20134<\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>5\u20139<\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>10+<\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Total<\/td>\r\n<td>100%<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<div align=\"center\">\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><\/td>\r\n<td><strong>Type of residence<\/strong><\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Urban<\/td>\r\n<td>Suburban<\/td>\r\n<td>Rural<\/td>\r\n<td>Total<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><strong>Number of books read<\/strong><\/td>\r\n<td>None<\/td>\r\n<td>133<\/td>\r\n<td>144<\/td>\r\n<td>81<\/td>\r\n<td>358<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>1\u20134<\/td>\r\n<td>146<\/td>\r\n<td>149<\/td>\r\n<td>53<\/td>\r\n<td>348<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>5\u20139<\/td>\r\n<td>76<\/td>\r\n<td>74<\/td>\r\n<td>33<\/td>\r\n<td>183<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>10+<\/td>\r\n<td>194<\/td>\r\n<td>216<\/td>\r\n<td>76<\/td>\r\n<td>486<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><\/td>\r\n<td>Total<\/td>\r\n<td>549<\/td>\r\n<td>583<\/td>\r\n<td>243<\/td>\r\n<td>1,375<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<div align=\"center\">\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><strong>Relative frequency of number of books read as a percentage<\/strong><\/td>\r\n<td>None<\/td>\r\n<td>0.26036364<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>1\u20134<\/td>\r\n<td>0.25309091<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>5\u20139<\/td>\r\n<td>0.13309091<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>10+<\/td>\r\n<td>0.35345455<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Total<\/td>\r\n<td>1<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<div align=\"center\">\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><strong>Observed<\/strong><\/td>\r\n<td><strong>Expected<\/strong><\/td>\r\n<\/tr>\r\n<tr>\r\n<td><strong>Number of books read by urban dwellers<\/strong><\/td>\r\n<td>None<\/td>\r\n<td>133<\/td>\r\n<td>142.940<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>1\u20134<\/td>\r\n<td>146<\/td>\r\n<td>138.947<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>5\u20139<\/td>\r\n<td>76<\/td>\r\n<td>73.067<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>10+<\/td>\r\n<td>194<\/td>\r\n<td>194.046<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Total<\/td>\r\n<td>549<\/td>\r\n<td>549<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><strong>Count <\/strong><\/td>\r\n<td><strong>Income level<\/strong><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>&lt; $30,000<\/td>\r\n<td>$30,000\u2013$74,999<\/td>\r\n<td>$75,000 and up<\/td>\r\n<td>Total<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><strong>Education level<\/strong><\/td>\r\n<td>Post-Grad Degree<\/td>\r\n<td>2<\/td>\r\n<td>8<\/td>\r\n<td>46<\/td>\r\n<td>56<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>College Degree<\/td>\r\n<td>39<\/td>\r\n<td>113<\/td>\r\n<td>202<\/td>\r\n<td>354<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Some College<\/td>\r\n<td>131<\/td>\r\n<td>138<\/td>\r\n<td>120<\/td>\r\n<td>389<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>HS Grad<\/td>\r\n<td>175<\/td>\r\n<td>129<\/td>\r\n<td>65<\/td>\r\n<td>369<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>No HS Degree<\/td>\r\n<td>78<\/td>\r\n<td>32<\/td>\r\n<td>8<\/td>\r\n<td>118<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Total<\/td>\r\n<td>425<\/td>\r\n<td>420<\/td>\r\n<td>441<\/td>\r\n<td>1,286<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<div align=\"center\">\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><\/td>\r\n<td><strong>Type of residence<\/strong><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Urban<\/td>\r\n<td>Suburban<\/td>\r\n<td>Rural<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><strong>Number of books read<\/strong><\/td>\r\n<td>None<\/td>\r\n<td>133<\/td>\r\n<td>144<\/td>\r\n<td>81<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>1\u20134<\/td>\r\n<td>146<\/td>\r\n<td>149<\/td>\r\n<td>53<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>5\u20139<\/td>\r\n<td>76<\/td>\r\n<td>74<\/td>\r\n<td>33<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>10+<\/td>\r\n<td>194<\/td>\r\n<td>216<\/td>\r\n<td>76<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<\/div>\r\n<div align=\"center\">\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><\/td>\r\n<td><strong>Age bracket<\/strong><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>18\u201329<\/td>\r\n<td>30\u201349<\/td>\r\n<td>50\u201364<\/td>\r\n<td>65+<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><strong>Device used to go online<\/strong><\/td>\r\n<td>Mostly Cell<\/td>\r\n<td>179<\/td>\r\n<td>231<\/td>\r\n<td>100<\/td>\r\n<td>42<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Mostly Other<\/td>\r\n<td>64<\/td>\r\n<td>94<\/td>\r\n<td>122<\/td>\r\n<td>67<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Equally\/Depends<\/td>\r\n<td>53<\/td>\r\n<td>124<\/td>\r\n<td>63<\/td>\r\n<td>34<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Non-Smartphone<\/td>\r\n<td>13<\/td>\r\n<td>38<\/td>\r\n<td>78<\/td>\r\n<td>136<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<\/div>\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><strong>Count <\/strong><\/td>\r\n<td><strong>Income level<\/strong><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>&lt;$30,000<\/td>\r\n<td>$30,000\u2013$74,999<\/td>\r\n<td>$75,000 and up<\/td>\r\n<td>Total<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><strong>Education level<\/strong><\/td>\r\n<td>Post-Grad Degree<\/td>\r\n<td>2<\/td>\r\n<td>8<\/td>\r\n<td>46<\/td>\r\n<td>56<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>College Degree<\/td>\r\n<td>39<\/td>\r\n<td>113<\/td>\r\n<td>202<\/td>\r\n<td>354<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Some College<\/td>\r\n<td>131<\/td>\r\n<td>138<\/td>\r\n<td>120<\/td>\r\n<td>389<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>HS Grad<\/td>\r\n<td>175<\/td>\r\n<td>129<\/td>\r\n<td>65<\/td>\r\n<td>369<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>No HS Degree<\/td>\r\n<td>78<\/td>\r\n<td>32<\/td>\r\n<td>8<\/td>\r\n<td>118<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Total<\/td>\r\n<td>425<\/td>\r\n<td>420<\/td>\r\n<td>441<\/td>\r\n<td>1,286<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><\/td>\r\n<td>&lt; $30,000<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Post-Grad Degree<\/td>\r\n<td>18.507<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>College Degree<\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Some College<\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>High School Degree<\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>No High School Degree<\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Total<\/td>\r\n<td>425<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<div style=\"text-align: left;\" align=\"center\">\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td>Skill or Concept: I can . . .<\/td>\r\n<td>Questions to check your understanding<\/td>\r\n<td>Rating\r\nfrom 1 to 5<\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Understand the difference between the chi-square test of homogeneity and the chi-square test of independence.<\/td>\r\n<td>1<\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Understand what it means for two variables to be independent.<\/td>\r\n<td>3\u20136<\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Identify the null and alternative hypotheses for a chi-square test of independence.<\/td>\r\n<td>2<\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<tr>\r\n<td>Find expected counts for the cells of the contingency table in a chi-square test of independence.<\/td>\r\n<td>3\u20136<\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<dl>Glossary<\/dl>\r\n<dl id=\"fs-id1170572229168\" class=\"definition\">\r\n \t<dt>conditional distribution<\/dt>\r\n \t<dd id=\"fs-id1170572229174\">the counts or the relative frequencies of one variable restricted to only that value of a second variable.<\/dd>\r\n<\/dl>\r\n<dl id=\"fs-id1170572229190\" class=\"definition\">\r\n \t<dt>marginal distribution<\/dt>\r\n \t<dd id=\"fs-id1170572229195\">the distribution of one of the variables with no regard to the other variable whatsoever.<\/dd>\r\n<\/dl>\r\n<dl id=\"fs-id1170572482608\" class=\"definition\">\r\n \t<dt>lurking variable<\/dt>\r\n \t<dd id=\"fs-id1170572482614\">a third variable not included in the study that impacts the values of both of the variables being considered.<\/dd>\r\n<\/dl>\r\n<dl id=\"fs-id1170572482619\" class=\"definition\">\r\n \t<dt>independent<\/dt>\r\n \t<dd id=\"fs-id1170572482624\">knowing whether event B happens has no effect on how likely event A is to occur.<\/dd>\r\n<\/dl>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>","rendered":"<div style=\"margin: auto;\">\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td><strong>Type of residence<\/strong><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>Urban<\/td>\n<td>Suburban<\/td>\n<td>Rural<\/td>\n<td>Total<\/td>\n<\/tr>\n<tr>\n<td><strong>Number of books read<\/strong><\/td>\n<td>None<\/td>\n<td>133<\/td>\n<td>144<\/td>\n<td>81<\/td>\n<td>358<\/td>\n<\/tr>\n<tr>\n<td>1\u20134<\/td>\n<td>146<\/td>\n<td>149<\/td>\n<td>53<\/td>\n<td>348<\/td>\n<\/tr>\n<tr>\n<td>5\u20139<\/td>\n<td>76<\/td>\n<td>74<\/td>\n<td>33<\/td>\n<td>183<\/td>\n<\/tr>\n<tr>\n<td>10+<\/td>\n<td>194<\/td>\n<td>216<\/td>\n<td>76<\/td>\n<td>486<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>Total<\/td>\n<td>549<\/td>\n<td>583<\/td>\n<td>243<\/td>\n<td>1,375<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div style=\"margin: auto;\">\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td><\/td>\n<td>Urban<\/td>\n<\/tr>\n<tr>\n<td><strong>Number of books read<\/strong><\/td>\n<td>None<\/td>\n<td>133<\/td>\n<\/tr>\n<tr>\n<td>1\u20134<\/td>\n<td>146<\/td>\n<\/tr>\n<tr>\n<td>5\u20139<\/td>\n<td>76<\/td>\n<\/tr>\n<tr>\n<td>10+<\/td>\n<td>194<\/td>\n<\/tr>\n<tr>\n<td>Total<\/td>\n<td>549<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td><\/td>\n<td>Urban<\/td>\n<\/tr>\n<tr>\n<td><strong>Relative frequency of books read as a percentage<\/strong><\/td>\n<td>None<\/td>\n<td>0.2423<\/td>\n<\/tr>\n<tr>\n<td>1\u20134<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>5\u20139<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>10+<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>Total<\/td>\n<td>1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div style=\"margin: auto;\"><\/div>\n<div style=\"margin: auto;\"><\/div>\n<div style=\"margin: auto;\">\n<div style=\"margin: auto;\">\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td>&lt; $30,000<\/td>\n<td>$30,000\u2013$74,999<\/td>\n<td>$75,000 and up<\/td>\n<td>Total<\/td>\n<\/tr>\n<tr>\n<td>Post-Grad Degree<\/td>\n<td>18.507<\/td>\n<td><\/td>\n<td><\/td>\n<td>56<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<table>\n<tbody>\n<tr>\n<td><strong>Observed count proportion<\/strong><\/td>\n<td><strong>Income level<\/strong><\/td>\n<\/tr>\n<tr>\n<td>&lt;$30,000<\/td>\n<td>$30,000\u2013$74,999<\/td>\n<td>$75,000 and up<\/td>\n<td>Total<\/td>\n<\/tr>\n<tr>\n<td><strong>Education level<\/strong><\/td>\n<td>Post-Grad Degree<\/td>\n<td>2<\/td>\n<td>8<\/td>\n<td>46<\/td>\n<td>56<\/p>\n<p>0.04354588<\/td>\n<\/tr>\n<tr>\n<td>College Degree<\/td>\n<td>39<\/td>\n<td>113<\/td>\n<td>202<\/td>\n<td>354<\/p>\n<p>&nbsp;<\/td>\n<\/tr>\n<tr>\n<td>Some College<\/td>\n<td>131<\/td>\n<td>138<\/td>\n<td>120<\/td>\n<td>389<\/p>\n<p>&nbsp;<\/td>\n<\/tr>\n<tr>\n<td>HS Grad<\/td>\n<td>175<\/td>\n<td>129<\/td>\n<td>65<\/td>\n<td>369<\/p>\n<p>&nbsp;<\/td>\n<\/tr>\n<tr>\n<td>No HS Degree<\/td>\n<td>78<\/td>\n<td>32<\/td>\n<td>8<\/td>\n<td>118<\/p>\n<p>&nbsp;<\/td>\n<\/tr>\n<tr>\n<td>Total<\/td>\n<td>425<\/p>\n<p>0.33048212<\/td>\n<td>420<\/p>\n<p>&nbsp;<\/td>\n<td>441<\/p>\n<p>&nbsp;<\/td>\n<td>1,286<\/p>\n<p>1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<table>\n<tbody>\n<tr>\n<td><strong>Number of books read<\/strong><\/td>\n<td>None<\/td>\n<td>358<\/td>\n<\/tr>\n<tr>\n<td>1\u20134<\/td>\n<td>348<\/td>\n<\/tr>\n<tr>\n<td>5\u20139<\/td>\n<td>183<\/td>\n<\/tr>\n<tr>\n<td>10+<\/td>\n<td>486<\/td>\n<\/tr>\n<tr>\n<td>Total<\/td>\n<td>1,375<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<table>\n<tbody>\n<tr>\n<td><strong>Relative frequency of number of books read as a percentage<\/strong><\/td>\n<td>None<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>1\u20134<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>5\u20139<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>10+<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>Total<\/td>\n<td>100%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div style=\"margin: auto;\">\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td><strong>Type of residence<\/strong><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>Urban<\/td>\n<td>Suburban<\/td>\n<td>Rural<\/td>\n<td>Total<\/td>\n<\/tr>\n<tr>\n<td><strong>Number of books read<\/strong><\/td>\n<td>None<\/td>\n<td>133<\/td>\n<td>144<\/td>\n<td>81<\/td>\n<td>358<\/td>\n<\/tr>\n<tr>\n<td>1\u20134<\/td>\n<td>146<\/td>\n<td>149<\/td>\n<td>53<\/td>\n<td>348<\/td>\n<\/tr>\n<tr>\n<td>5\u20139<\/td>\n<td>76<\/td>\n<td>74<\/td>\n<td>33<\/td>\n<td>183<\/td>\n<\/tr>\n<tr>\n<td>10+<\/td>\n<td>194<\/td>\n<td>216<\/td>\n<td>76<\/td>\n<td>486<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>Total<\/td>\n<td>549<\/td>\n<td>583<\/td>\n<td>243<\/td>\n<td>1,375<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div style=\"margin: auto;\">\n<table>\n<tbody>\n<tr>\n<td><strong>Relative frequency of number of books read as a percentage<\/strong><\/td>\n<td>None<\/td>\n<td>0.26036364<\/td>\n<\/tr>\n<tr>\n<td>1\u20134<\/td>\n<td>0.25309091<\/td>\n<\/tr>\n<tr>\n<td>5\u20139<\/td>\n<td>0.13309091<\/td>\n<\/tr>\n<tr>\n<td>10+<\/td>\n<td>0.35345455<\/td>\n<\/tr>\n<tr>\n<td>Total<\/td>\n<td>1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div style=\"margin: auto;\">\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td><\/td>\n<td><strong>Observed<\/strong><\/td>\n<td><strong>Expected<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>Number of books read by urban dwellers<\/strong><\/td>\n<td>None<\/td>\n<td>133<\/td>\n<td>142.940<\/td>\n<\/tr>\n<tr>\n<td>1\u20134<\/td>\n<td>146<\/td>\n<td>138.947<\/td>\n<\/tr>\n<tr>\n<td>5\u20139<\/td>\n<td>76<\/td>\n<td>73.067<\/td>\n<\/tr>\n<tr>\n<td>10+<\/td>\n<td>194<\/td>\n<td>194.046<\/td>\n<\/tr>\n<tr>\n<td>Total<\/td>\n<td>549<\/td>\n<td>549<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<\/div>\n<table>\n<tbody>\n<tr>\n<td><strong>Count <\/strong><\/td>\n<td><strong>Income level<\/strong><\/td>\n<\/tr>\n<tr>\n<td>&lt; $30,000<\/td>\n<td>$30,000\u2013$74,999<\/td>\n<td>$75,000 and up<\/td>\n<td>Total<\/td>\n<\/tr>\n<tr>\n<td><strong>Education level<\/strong><\/td>\n<td>Post-Grad Degree<\/td>\n<td>2<\/td>\n<td>8<\/td>\n<td>46<\/td>\n<td>56<\/td>\n<\/tr>\n<tr>\n<td>College Degree<\/td>\n<td>39<\/td>\n<td>113<\/td>\n<td>202<\/td>\n<td>354<\/td>\n<\/tr>\n<tr>\n<td>Some College<\/td>\n<td>131<\/td>\n<td>138<\/td>\n<td>120<\/td>\n<td>389<\/td>\n<\/tr>\n<tr>\n<td>HS Grad<\/td>\n<td>175<\/td>\n<td>129<\/td>\n<td>65<\/td>\n<td>369<\/td>\n<\/tr>\n<tr>\n<td>No HS Degree<\/td>\n<td>78<\/td>\n<td>32<\/td>\n<td>8<\/td>\n<td>118<\/td>\n<\/tr>\n<tr>\n<td>Total<\/td>\n<td>425<\/td>\n<td>420<\/td>\n<td>441<\/td>\n<td>1,286<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div style=\"margin: auto;\">\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td><strong>Type of residence<\/strong><\/td>\n<\/tr>\n<tr>\n<td>Urban<\/td>\n<td>Suburban<\/td>\n<td>Rural<\/td>\n<\/tr>\n<tr>\n<td><strong>Number of books read<\/strong><\/td>\n<td>None<\/td>\n<td>133<\/td>\n<td>144<\/td>\n<td>81<\/td>\n<\/tr>\n<tr>\n<td>1\u20134<\/td>\n<td>146<\/td>\n<td>149<\/td>\n<td>53<\/td>\n<\/tr>\n<tr>\n<td>5\u20139<\/td>\n<td>76<\/td>\n<td>74<\/td>\n<td>33<\/td>\n<\/tr>\n<tr>\n<td>10+<\/td>\n<td>194<\/td>\n<td>216<\/td>\n<td>76<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div style=\"margin: auto;\">\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td><strong>Age bracket<\/strong><\/td>\n<\/tr>\n<tr>\n<td>18\u201329<\/td>\n<td>30\u201349<\/td>\n<td>50\u201364<\/td>\n<td>65+<\/td>\n<\/tr>\n<tr>\n<td><strong>Device used to go online<\/strong><\/td>\n<td>Mostly Cell<\/td>\n<td>179<\/td>\n<td>231<\/td>\n<td>100<\/td>\n<td>42<\/td>\n<\/tr>\n<tr>\n<td>Mostly Other<\/td>\n<td>64<\/td>\n<td>94<\/td>\n<td>122<\/td>\n<td>67<\/td>\n<\/tr>\n<tr>\n<td>Equally\/Depends<\/td>\n<td>53<\/td>\n<td>124<\/td>\n<td>63<\/td>\n<td>34<\/td>\n<\/tr>\n<tr>\n<td>Non-Smartphone<\/td>\n<td>13<\/td>\n<td>38<\/td>\n<td>78<\/td>\n<td>136<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<table>\n<tbody>\n<tr>\n<td><strong>Count <\/strong><\/td>\n<td><strong>Income level<\/strong><\/td>\n<\/tr>\n<tr>\n<td>&lt;$30,000<\/td>\n<td>$30,000\u2013$74,999<\/td>\n<td>$75,000 and up<\/td>\n<td>Total<\/td>\n<\/tr>\n<tr>\n<td><strong>Education level<\/strong><\/td>\n<td>Post-Grad Degree<\/td>\n<td>2<\/td>\n<td>8<\/td>\n<td>46<\/td>\n<td>56<\/td>\n<\/tr>\n<tr>\n<td>College Degree<\/td>\n<td>39<\/td>\n<td>113<\/td>\n<td>202<\/td>\n<td>354<\/td>\n<\/tr>\n<tr>\n<td>Some College<\/td>\n<td>131<\/td>\n<td>138<\/td>\n<td>120<\/td>\n<td>389<\/td>\n<\/tr>\n<tr>\n<td>HS Grad<\/td>\n<td>175<\/td>\n<td>129<\/td>\n<td>65<\/td>\n<td>369<\/td>\n<\/tr>\n<tr>\n<td>No HS Degree<\/td>\n<td>78<\/td>\n<td>32<\/td>\n<td>8<\/td>\n<td>118<\/td>\n<\/tr>\n<tr>\n<td>Total<\/td>\n<td>425<\/td>\n<td>420<\/td>\n<td>441<\/td>\n<td>1,286<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td>&lt; $30,000<\/td>\n<\/tr>\n<tr>\n<td>Post-Grad Degree<\/td>\n<td>18.507<\/td>\n<\/tr>\n<tr>\n<td>College Degree<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>Some College<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>High School Degree<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>No High School Degree<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>Total<\/td>\n<td>425<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div style=\"text-align: left; margin: auto;\">\n<table>\n<tbody>\n<tr>\n<td>Skill or Concept: I can . . .<\/td>\n<td>Questions to check your understanding<\/td>\n<td>Rating<br \/>\nfrom 1 to 5<\/td>\n<\/tr>\n<tr>\n<td>Understand the difference between the chi-square test of homogeneity and the chi-square test of independence.<\/td>\n<td>1<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>Understand what it means for two variables to be independent.<\/td>\n<td>3\u20136<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>Identify the null and alternative hypotheses for a chi-square test of independence.<\/td>\n<td>2<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>Find expected counts for the cells of the contingency table in a chi-square test of independence.<\/td>\n<td>3\u20136<\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<dl><\/dl>\n<dl id=\"fs-id1170572229168\" class=\"definition\">\n<dt>conditional distribution<\/dt>\n<dd id=\"fs-id1170572229174\">the counts or the relative frequencies of one variable restricted to only that value of a second variable.<\/dd>\n<\/dl>\n<dl id=\"fs-id1170572229190\" class=\"definition\">\n<dt>marginal distribution<\/dt>\n<dd id=\"fs-id1170572229195\">the distribution of one of the variables with no regard to the other variable whatsoever.<\/dd>\n<\/dl>\n<dl id=\"fs-id1170572482608\" class=\"definition\">\n<dt>lurking variable<\/dt>\n<dd id=\"fs-id1170572482614\">a third variable not included in the study that impacts the values of both of the variables being considered.<\/dd>\n<\/dl>\n<dl id=\"fs-id1170572482619\" class=\"definition\">\n<dt>independent<\/dt>\n<dd id=\"fs-id1170572482624\">knowing whether event B happens has no effect on how likely event A is to occur.<\/dd>\n<\/dl>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"author":23592,"menu_order":53,"template":"","meta":{"_candela_citation":"[]","CANDELA_OUTCOMES_GUID":"","pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"class_list":["post-2078","chapter","type-chapter","status-publish","hentry"],"part":704,"_links":{"self":[{"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/pressbooks\/v2\/chapters\/2078","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/wp\/v2\/users\/23592"}],"version-history":[{"count":3,"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/pressbooks\/v2\/chapters\/2078\/revisions"}],"predecessor-version":[{"id":2994,"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/pressbooks\/v2\/chapters\/2078\/revisions\/2994"}],"part":[{"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/pressbooks\/v2\/parts\/704"}],"metadata":[{"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/pressbooks\/v2\/chapters\/2078\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/wp\/v2\/media?parent=2078"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/pressbooks\/v2\/chapter-type?post=2078"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/wp\/v2\/contributor?post=2078"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/courses.lumenlearning.com\/lumen-danacenter-statsmockup\/wp-json\/wp\/v2\/license?post=2078"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}