.lst-kix_ll3ulrdzmx5d-3 > li:before{content:"" counter(lst-ctn-kix_ll3ulrdzmx5d-3,lower-latin) ") "}.lst-kix_ll3ulrdzmx5d-5 > li:before{content:"" counter(lst-ctn-kix_ll3ulrdzmx5d-5,decimal) ") "}.lst-kix_5n2ou0hlvomq-3 > li{counter-increment:lst-ctn-kix_5n2ou0hlvomq-3}.lst-kix_ll3ulrdzmx5d-4 > li:before{content:"" counter(lst-ctn-kix_ll3ulrdzmx5d-4,lower-roman) ") "}.lst-kix_ll3ulrdzmx5d-8 > li:before{content:"" counter(lst-ctn-kix_ll3ulrdzmx5d-8,decimal) ". "}.lst-kix_ll3ulrdzmx5d-1 > li:before{content:"(" counter(lst-ctn-kix_ll3ulrdzmx5d-1,lower-roman) ") "}.lst-kix_ll3ulrdzmx5d-6 > li{counter-increment:lst-ctn-kix_ll3ulrdzmx5d-6}.lst-kix_ll3ulrdzmx5d-2 > li:before{content:"(" counter(lst-ctn-kix_ll3ulrdzmx5d-2,decimal) ") "}ol.lst-kix_5n2ou0hlvomq-3.start{counter-reset:lst-ctn-kix_5n2ou0hlvomq-3 0}ol.lst-kix_xqyjtmw56zpv-0.start{counter-reset:lst-ctn-kix_xqyjtmw56zpv-0 0}.lst-kix_97b6r4n2nnjf-1 > li{counter-increment:lst-ctn-kix_97b6r4n2nnjf-1}.lst-kix_ll3ulrdzmx5d-7 > li:before{content:"" counter(lst-ctn-kix_ll3ulrdzmx5d-7,lower-roman) ". "}.lst-kix_ll3ulrdzmx5d-6 > li:before{content:"" counter(lst-ctn-kix_ll3ulrdzmx5d-6,lower-latin) ". "}.lst-kix_97b6r4n2nnjf-2 > li:before{content:"(" counter(lst-ctn-kix_97b6r4n2nnjf-2,decimal) ") "}.lst-kix_97b6r4n2nnjf-4 > li:before{content:"" counter(lst-ctn-kix_97b6r4n2nnjf-4,lower-roman) ") "}.lst-kix_97b6r4n2nnjf-3 > li{counter-increment:lst-ctn-kix_97b6r4n2nnjf-3}.lst-kix_97b6r4n2nnjf-1 > li:before{content:"(" counter(lst-ctn-kix_97b6r4n2nnjf-1,lower-roman) ") "}ol.lst-kix_97b6r4n2nnjf-3.start{counter-reset:lst-ctn-kix_97b6r4n2nnjf-3 0}.lst-kix_97b6r4n2nnjf-5 > li:before{content:"" counter(lst-ctn-kix_97b6r4n2nnjf-5,decimal) ") "}.lst-kix_97b6r4n2nnjf-3 > li:before{content:"" counter(lst-ctn-kix_97b6r4n2nnjf-3,lower-latin) ") "}ol.lst-kix_xqyjtmw56zpv-6.start{counter-reset:lst-ctn-kix_xqyjtmw56zpv-6 0}.lst-kix_ll3ulrdzmx5d-0 > li:before{content:"(" counter(lst-ctn-kix_ll3ulrdzmx5d-0,lower-latin) ") "}.lst-kix_dbkwut90ew6e-3 > li{counter-increment:lst-ctn-kix_dbkwut90ew6e-3}.lst-kix_97b6r4n2nnjf-6 > li:before{content:"" counter(lst-ctn-kix_97b6r4n2nnjf-6,lower-latin) ". "}.lst-kix_97b6r4n2nnjf-8 > li:before{content:"" counter(lst-ctn-kix_97b6r4n2nnjf-8,decimal) ". "}.lst-kix_5n2ou0hlvomq-1 > li{counter-increment:lst-ctn-kix_5n2ou0hlvomq-1}.lst-kix_97b6r4n2nnjf-7 > li:before{content:"" counter(lst-ctn-kix_97b6r4n2nnjf-7,lower-roman) ". "}ul.lst-kix_9yokpth8l7z2-1{list-style-type:none}ul.lst-kix_9yokpth8l7z2-0{list-style-type:none}ul.lst-kix_9yokpth8l7z2-5{list-style-type:none}ul.lst-kix_9yokpth8l7z2-4{list-style-type:none}ul.lst-kix_9yokpth8l7z2-3{list-style-type:none}ol.lst-kix_dbkwut90ew6e-4.start{counter-reset:lst-ctn-kix_dbkwut90ew6e-4 0}ul.lst-kix_9yokpth8l7z2-2{list-style-type:none}ul.lst-kix_9yokpth8l7z2-8{list-style-type:none}.lst-kix_iixp2sb6ta62-7 > li:before{content:"- "}.lst-kix_iixp2sb6ta62-8 > li:before{content:"- "}ul.lst-kix_9yokpth8l7z2-7{list-style-type:none}ul.lst-kix_9yokpth8l7z2-6{list-style-type:none}ol.lst-kix_97b6r4n2nnjf-4.start{counter-reset:lst-ctn-kix_97b6r4n2nnjf-4 0}.lst-kix_iixp2sb6ta62-6 > li:before{content:"- "}.lst-kix_5n2ou0hlvomq-5 > li{counter-increment:lst-ctn-kix_5n2ou0hlvomq-5}ul.lst-kix_temc2asnmng8-8{list-style-type:none}ul.lst-kix_b5zvstllercd-0{list-style-type:none}ul.lst-kix_temc2asnmng8-6{list-style-type:none}ul.lst-kix_b5zvstllercd-2{list-style-type:none}ul.lst-kix_temc2asnmng8-7{list-style-type:none}ul.lst-kix_b5zvstllercd-1{list-style-type:none}ul.lst-kix_temc2asnmng8-4{list-style-type:none}ul.lst-kix_temc2asnmng8-5{list-style-type:none}ul.lst-kix_temc2asnmng8-2{list-style-type:none}ul.lst-kix_temc2asnmng8-3{list-style-type:none}ul.lst-kix_temc2asnmng8-0{list-style-type:none}ul.lst-kix_temc2asnmng8-1{list-style-type:none}ul.lst-kix_6za6fk6n623r-0{list-style-type:none}ul.lst-kix_6za6fk6n623r-1{list-style-type:none}ul.lst-kix_6za6fk6n623r-2{list-style-type:none}ul.lst-kix_6za6fk6n623r-3{list-style-type:none}ul.lst-kix_6za6fk6n623r-4{list-style-type:none}.lst-kix_dbkwut90ew6e-5 > li{counter-increment:lst-ctn-kix_dbkwut90ew6e-5}ul.lst-kix_6za6fk6n623r-5{list-style-type:none}ul.lst-kix_6za6fk6n623r-6{list-style-type:none}ul.lst-kix_6za6fk6n623r-7{list-style-type:none}ul.lst-kix_6za6fk6n623r-8{list-style-type:none}ul.lst-kix_b5zvstllercd-4{list-style-type:none}ol.lst-kix_dbkwut90ew6e-5.start{counter-reset:lst-ctn-kix_dbkwut90ew6e-5 0}ul.lst-kix_b5zvstllercd-3{list-style-type:none}ol.lst-kix_xqyjtmw56zpv-1.start{counter-reset:lst-ctn-kix_xqyjtmw56zpv-1 0}ul.lst-kix_b5zvstllercd-6{list-style-type:none}ul.lst-kix_b5zvstllercd-5{list-style-type:none}ul.lst-kix_b5zvstllercd-8{list-style-type:none}ul.lst-kix_b5zvstllercd-7{list-style-type:none}.lst-kix_6za6fk6n623r-0 > li:before{content:"● "}.lst-kix_97b6r4n2nnjf-5 > li{counter-increment:lst-ctn-kix_97b6r4n2nnjf-5}.lst-kix_3uayykrrfdcf-2 > li:before{content:"- "}.lst-kix_6za6fk6n623r-1 > li:before{content:"○ "}.lst-kix_xqyjtmw56zpv-1 > li{counter-increment:lst-ctn-kix_xqyjtmw56zpv-1}.lst-kix_3uayykrrfdcf-1 > li:before{content:"- "}.lst-kix_3uayykrrfdcf-0 > li:before{content:"- "}.lst-kix_6za6fk6n623r-2 > li:before{content:"■ "}.lst-kix_ll3ulrdzmx5d-8 > li{counter-increment:lst-ctn-kix_ll3ulrdzmx5d-8}.lst-kix_6za6fk6n623r-5 > li:before{content:"■ "}.lst-kix_ll3ulrdzmx5d-2 > li{counter-increment:lst-ctn-kix_ll3ulrdzmx5d-2}ol.lst-kix_5n2ou0hlvomq-4.start{counter-reset:lst-ctn-kix_5n2ou0hlvomq-4 0}.lst-kix_6za6fk6n623r-3 > li:before{content:"● "}.lst-kix_6za6fk6n623r-4 > li:before{content:"○ "}ol.lst-kix_dbkwut90ew6e-0{list-style-type:none}ol.lst-kix_dbkwut90ew6e-1{list-style-type:none}.lst-kix_97b6r4n2nnjf-7 > li{counter-increment:lst-ctn-kix_97b6r4n2nnjf-7}ol.lst-kix_dbkwut90ew6e-4{list-style-type:none}ol.lst-kix_dbkwut90ew6e-5{list-style-type:none}ol.lst-kix_dbkwut90ew6e-2{list-style-type:none}ol.lst-kix_dbkwut90ew6e-3{list-style-type:none}.lst-kix_b5zvstllercd-1 > li:before{content:"- "}.lst-kix_b5zvstllercd-5 > li:before{content:"- "}ol.lst-kix_xqyjtmw56zpv-7.start{counter-reset:lst-ctn-kix_xqyjtmw56zpv-7 0}.lst-kix_6za6fk6n623r-7 > li:before{content:"○ "}.lst-kix_ll3ulrdzmx5d-1 > li{counter-increment:lst-ctn-kix_ll3ulrdzmx5d-1}.lst-kix_b5zvstllercd-7 > li:before{content:"- "}.lst-kix_dbkwut90ew6e-5 > li:before{content:"" counter(lst-ctn-kix_dbkwut90ew6e-5,decimal) ") "}ul.lst-kix_x4vq44w6jjzx-4{list-style-type:none}ul.lst-kix_x4vq44w6jjzx-3{list-style-type:none}.lst-kix_97b6r4n2nnjf-8 > li{counter-increment:lst-ctn-kix_97b6r4n2nnjf-8}.lst-kix_3uayykrrfdcf-3 > li:before{content:"- "}ul.lst-kix_x4vq44w6jjzx-2{list-style-type:none}ul.lst-kix_x4vq44w6jjzx-1{list-style-type:none}.lst-kix_dbkwut90ew6e-3 > li:before{content:"" counter(lst-ctn-kix_dbkwut90ew6e-3,lower-latin) ") "}.lst-kix_dbkwut90ew6e-7 > li:before{content:"" counter(lst-ctn-kix_dbkwut90ew6e-7,lower-roman) ". "}ul.lst-kix_x4vq44w6jjzx-0{list-style-type:none}.lst-kix_pjtr9kuz4bg1-7 > li:before{content:"- "}.lst-kix_3uayykrrfdcf-5 > li:before{content:"- "}.lst-kix_3uayykrrfdcf-7 > li:before{content:"- "}.lst-kix_ll3ulrdzmx5d-0 > li{counter-increment:lst-ctn-kix_ll3ulrdzmx5d-0}ul.lst-kix_x4vq44w6jjzx-8{list-style-type:none}ul.lst-kix_x4vq44w6jjzx-7{list-style-type:none}ul.lst-kix_x4vq44w6jjzx-6{list-style-type:none}.lst-kix_pjtr9kuz4bg1-5 > li:before{content:"- "}ul.lst-kix_x4vq44w6jjzx-5{list-style-type:none}.lst-kix_b5zvstllercd-3 > li:before{content:"- "}ul.lst-kix_3uayykrrfdcf-8{list-style-type:none}ul.lst-kix_3uayykrrfdcf-4{list-style-type:none}ul.lst-kix_3uayykrrfdcf-5{list-style-type:none}ul.lst-kix_3uayykrrfdcf-6{list-style-type:none}.lst-kix_pjtr9kuz4bg1-3 > li:before{content:"- "}ul.lst-kix_3uayykrrfdcf-7{list-style-type:none}.lst-kix_dbkwut90ew6e-1 > li:before{content:"(" counter(lst-ctn-kix_dbkwut90ew6e-1,lower-roman) ") "}.lst-kix_xqyjtmw56zpv-8 > li{counter-increment:lst-ctn-kix_xqyjtmw56zpv-8}ol.lst-kix_ll3ulrdzmx5d-2.start{counter-reset:lst-ctn-kix_ll3ulrdzmx5d-2 0}ol.lst-kix_ll3ulrdzmx5d-5.start{counter-reset:lst-ctn-kix_ll3ulrdzmx5d-5 0}.lst-kix_pjtr9kuz4bg1-1 > li:before{content:"- "}ul.lst-kix_wid4yv736pj8-0{list-style-type:none}ul.lst-kix_wid4yv736pj8-1{list-style-type:none}ul.lst-kix_wid4yv736pj8-2{list-style-type:none}ol.lst-kix_dbkwut90ew6e-0.start{counter-reset:lst-ctn-kix_dbkwut90ew6e-0 0}ul.lst-kix_wid4yv736pj8-3{list-style-type:none}ul.lst-kix_wid4yv736pj8-4{list-style-type:none}.lst-kix_iixp2sb6ta62-1 > li:before{content:"- "}.lst-kix_iixp2sb6ta62-5 > li:before{content:"- "}ul.lst-kix_wid4yv736pj8-5{list-style-type:none}ol.lst-kix_dbkwut90ew6e-8{list-style-type:none}ul.lst-kix_3uayykrrfdcf-0{list-style-type:none}ul.lst-kix_wid4yv736pj8-6{list-style-type:none}ul.lst-kix_3uayykrrfdcf-1{list-style-type:none}ul.lst-kix_wid4yv736pj8-7{list-style-type:none}.lst-kix_97b6r4n2nnjf-6 > li{counter-increment:lst-ctn-kix_97b6r4n2nnjf-6}ol.lst-kix_dbkwut90ew6e-6{list-style-type:none}ul.lst-kix_3uayykrrfdcf-2{list-style-type:none}ul.lst-kix_wid4yv736pj8-8{list-style-type:none}ol.lst-kix_dbkwut90ew6e-7{list-style-type:none}ul.lst-kix_3uayykrrfdcf-3{list-style-type:none}.lst-kix_iixp2sb6ta62-3 > li:before{content:"- "}ol.lst-kix_dbkwut90ew6e-3.start{counter-reset:lst-ctn-kix_dbkwut90ew6e-3 0}.lst-kix_xqyjtmw56zpv-0 > li:before{content:"(" counter(lst-ctn-kix_xqyjtmw56zpv-0,lower-latin) ") "}ul.lst-kix_khg6n6s9yryv-0{list-style-type:none}.lst-kix_w2guo1798a7q-8 > li:before{content:"- "}.lst-kix_xqyjtmw56zpv-3 > li{counter-increment:lst-ctn-kix_xqyjtmw56zpv-3}.lst-kix_xqyjtmw56zpv-6 > li:before{content:"" counter(lst-ctn-kix_xqyjtmw56zpv-6,lower-latin) ". "}ul.lst-kix_khg6n6s9yryv-8{list-style-type:none}ul.lst-kix_khg6n6s9yryv-7{list-style-type:none}ul.lst-kix_khg6n6s9yryv-6{list-style-type:none}ul.lst-kix_khg6n6s9yryv-5{list-style-type:none}ol.lst-kix_97b6r4n2nnjf-1.start{counter-reset:lst-ctn-kix_97b6r4n2nnjf-1 0}ul.lst-kix_khg6n6s9yryv-4{list-style-type:none}ol.lst-kix_xqyjtmw56zpv-5.start{counter-reset:lst-ctn-kix_xqyjtmw56zpv-5 0}ul.lst-kix_khg6n6s9yryv-3{list-style-type:none}ul.lst-kix_khg6n6s9yryv-2{list-style-type:none}ol.lst-kix_5n2ou0hlvomq-8.start{counter-reset:lst-ctn-kix_5n2ou0hlvomq-8 0}ul.lst-kix_khg6n6s9yryv-1{list-style-type:none}.lst-kix_xqyjtmw56zpv-8 > li:before{content:"" counter(lst-ctn-kix_xqyjtmw56zpv-8,decimal) ". "}.lst-kix_9yokpth8l7z2-1 > li:before{content:"- "}.lst-kix_97b6r4n2nnjf-0 > li:before{content:"(" counter(lst-ctn-kix_97b6r4n2nnjf-0,lower-latin) ") "}ol.lst-kix_ll3ulrdzmx5d-3.start{counter-reset:lst-ctn-kix_ll3ulrdzmx5d-3 0}.lst-kix_xqyjtmw56zpv-2 > li{counter-increment:lst-ctn-kix_xqyjtmw56zpv-2}ol.lst-kix_97b6r4n2nnjf-1{list-style-type:none}ol.lst-kix_xqyjtmw56zpv-2{list-style-type:none}ol.lst-kix_97b6r4n2nnjf-2{list-style-type:none}ol.lst-kix_xqyjtmw56zpv-3{list-style-type:none}.lst-kix_9yokpth8l7z2-3 > li:before{content:"- "}.lst-kix_9yokpth8l7z2-5 > li:before{content:"- "}ol.lst-kix_xqyjtmw56zpv-0{list-style-type:none}ol.lst-kix_97b6r4n2nnjf-0{list-style-type:none}ol.lst-kix_xqyjtmw56zpv-1{list-style-type:none}ol.lst-kix_xqyjtmw56zpv-8{list-style-type:none}ol.lst-kix_xqyjtmw56zpv-6{list-style-type:none}ol.lst-kix_5n2ou0hlvomq-7.start{counter-reset:lst-ctn-kix_5n2ou0hlvomq-7 0}ol.lst-kix_xqyjtmw56zpv-7{list-style-type:none}ol.lst-kix_dbkwut90ew6e-1.start{counter-reset:lst-ctn-kix_dbkwut90ew6e-1 0}ol.lst-kix_xqyjtmw56zpv-4{list-style-type:none}ol.lst-kix_xqyjtmw56zpv-5{list-style-type:none}ol.lst-kix_ll3ulrdzmx5d-4.start{counter-reset:lst-ctn-kix_ll3ulrdzmx5d-4 0}.lst-kix_xqyjtmw56zpv-4 > li:before{content:"" counter(lst-ctn-kix_xqyjtmw56zpv-4,lower-roman) ") "}ol.lst-kix_97b6r4n2nnjf-7{list-style-type:none}.lst-kix_9yokpth8l7z2-7 > li:before{content:"- "}ol.lst-kix_97b6r4n2nnjf-8{list-style-type:none}ol.lst-kix_97b6r4n2nnjf-5{list-style-type:none}ol.lst-kix_97b6r4n2nnjf-6{list-style-type:none}ol.lst-kix_97b6r4n2nnjf-3{list-style-type:none}ol.lst-kix_xqyjtmw56zpv-4.start{counter-reset:lst-ctn-kix_xqyjtmw56zpv-4 0}ol.lst-kix_97b6r4n2nnjf-2.start{counter-reset:lst-ctn-kix_97b6r4n2nnjf-2 0}ol.lst-kix_97b6r4n2nnjf-4{list-style-type:none}.lst-kix_xqyjtmw56zpv-2 > li:before{content:"(" counter(lst-ctn-kix_xqyjtmw56zpv-2,decimal) ") "}.lst-kix_khg6n6s9yryv-6 > li:before{content:"- "}ol.lst-kix_5n2ou0hlvomq-6.start{counter-reset:lst-ctn-kix_5n2ou0hlvomq-6 0}.lst-kix_khg6n6s9yryv-4 > li:before{content:"- "}.lst-kix_khg6n6s9yryv-8 > li:before{content:"- "}.lst-kix_khg6n6s9yryv-5 > li:before{content:"- "}.lst-kix_xqyjtmw56zpv-0 > li{counter-increment:lst-ctn-kix_xqyjtmw56zpv-0}.lst-kix_x4vq44w6jjzx-1 > li:before{content:"- "}.lst-kix_khg6n6s9yryv-7 > li:before{content:"- "}ol.lst-kix_ll3ulrdzmx5d-1.start{counter-reset:lst-ctn-kix_ll3ulrdzmx5d-1 0}.lst-kix_x4vq44w6jjzx-0 > li:before{content:"- "}.lst-kix_x4vq44w6jjzx-5 > li:before{content:"- "}ol.lst-kix_97b6r4n2nnjf-6.start{counter-reset:lst-ctn-kix_97b6r4n2nnjf-6 0}.lst-kix_x4vq44w6jjzx-3 > li:before{content:"- "}.lst-kix_dbkwut90ew6e-4 > li{counter-increment:lst-ctn-kix_dbkwut90ew6e-4}.lst-kix_ll3ulrdzmx5d-7 > li{counter-increment:lst-ctn-kix_ll3ulrdzmx5d-7}.lst-kix_x4vq44w6jjzx-2 > li:before{content:"- "}.lst-kix_x4vq44w6jjzx-6 > li:before{content:"- "}ol.lst-kix_dbkwut90ew6e-2.start{counter-reset:lst-ctn-kix_dbkwut90ew6e-2 0}.lst-kix_5n2ou0hlvomq-2 > li{counter-increment:lst-ctn-kix_5n2ou0hlvomq-2}ol.lst-kix_xqyjtmw56zpv-8.start{counter-reset:lst-ctn-kix_xqyjtmw56zpv-8 0}.lst-kix_x4vq44w6jjzx-4 > li:before{content:"- "}ol.lst-kix_5n2ou0hlvomq-0.start{counter-reset:lst-ctn-kix_5n2ou0hlvomq-0 0}.lst-kix_wid4yv736pj8-4 > li:before{content:"- "}.lst-kix_wid4yv736pj8-5 > li:before{content:"- "}.lst-kix_wid4yv736pj8-2 > li:before{content:"- "}.lst-kix_wid4yv736pj8-3 > li:before{content:"- "}.lst-kix_wid4yv736pj8-6 > li:before{content:"- "}.lst-kix_wid4yv736pj8-7 > li:before{content:"- "}ol.lst-kix_xqyjtmw56zpv-3.start{counter-reset:lst-ctn-kix_xqyjtmw56zpv-3 0}.lst-kix_x4vq44w6jjzx-7 > li:before{content:"- "}.lst-kix_w2guo1798a7q-0 > li:before{content:"- "}.lst-kix_97b6r4n2nnjf-0 > li{counter-increment:lst-ctn-kix_97b6r4n2nnjf-0}.lst-kix_w2guo1798a7q-1 > li:before{content:"- "}.lst-kix_x4vq44w6jjzx-8 > li:before{content:"- "}.lst-kix_w2guo1798a7q-2 > li:before{content:"- "}ol.lst-kix_97b6r4n2nnjf-0.start{counter-reset:lst-ctn-kix_97b6r4n2nnjf-0 0}.lst-kix_khg6n6s9yryv-0 > li:before{content:"- "}.lst-kix_khg6n6s9yryv-1 > li:before{content:"- "}.lst-kix_w2guo1798a7q-3 > li:before{content:"- "}.lst-kix_khg6n6s9yryv-2 > li:before{content:"- "}.lst-kix_dbkwut90ew6e-6 > li{counter-increment:lst-ctn-kix_dbkwut90ew6e-6}.lst-kix_w2guo1798a7q-6 > li:before{content:"- "}.lst-kix_wid4yv736pj8-0 > li:before{content:"- "}.lst-kix_wid4yv736pj8-1 > li:before{content:"- "}.lst-kix_w2guo1798a7q-4 > li:before{content:"- "}.lst-kix_khg6n6s9yryv-3 > li:before{content:"- "}.lst-kix_w2guo1798a7q-5 > li:before{content:"- "}.lst-kix_5n2ou0hlvomq-4 > li{counter-increment:lst-ctn-kix_5n2ou0hlvomq-4}ol.lst-kix_ll3ulrdzmx5d-6.start{counter-reset:lst-ctn-kix_ll3ulrdzmx5d-6 0}ol.lst-kix_xqyjtmw56zpv-2.start{counter-reset:lst-ctn-kix_xqyjtmw56zpv-2 0}.lst-kix_5n2ou0hlvomq-0 > li:before{content:"(" counter(lst-ctn-kix_5n2ou0hlvomq-0,lower-latin) ") "}.lst-kix_5n2ou0hlvomq-1 > li:before{content:"(" counter(lst-ctn-kix_5n2ou0hlvomq-1,lower-roman) ") "}.lst-kix_wid4yv736pj8-8 > li:before{content:"- "}.lst-kix_5n2ou0hlvomq-3 > li:before{content:"" counter(lst-ctn-kix_5n2ou0hlvomq-3,lower-latin) ") "}.lst-kix_5n2ou0hlvomq-4 > li:before{content:"" counter(lst-ctn-kix_5n2ou0hlvomq-4,lower-roman) ") "}ol.lst-kix_5n2ou0hlvomq-5.start{counter-reset:lst-ctn-kix_5n2ou0hlvomq-5 0}.lst-kix_5n2ou0hlvomq-2 > li:before{content:"(" counter(lst-ctn-kix_5n2ou0hlvomq-2,decimal) ") "}.lst-kix_dbkwut90ew6e-2 > li{counter-increment:lst-ctn-kix_dbkwut90ew6e-2}ol.lst-kix_ll3ulrdzmx5d-7.start{counter-reset:lst-ctn-kix_ll3ulrdzmx5d-7 0}.lst-kix_5n2ou0hlvomq-7 > li:before{content:"" counter(lst-ctn-kix_5n2ou0hlvomq-7,lower-roman) ". "}.lst-kix_5n2ou0hlvomq-8 > li:before{content:"" counter(lst-ctn-kix_5n2ou0hlvomq-8,decimal) ". "}.lst-kix_temc2asnmng8-7 > li:before{content:"○ "}.lst-kix_dbkwut90ew6e-8 > li{counter-increment:lst-ctn-kix_dbkwut90ew6e-8}ol.lst-kix_ll3ulrdzmx5d-0.start{counter-reset:lst-ctn-kix_ll3ulrdzmx5d-0 0}.lst-kix_5n2ou0hlvomq-5 > li:before{content:"" counter(lst-ctn-kix_5n2ou0hlvomq-5,decimal) ") "}.lst-kix_temc2asnmng8-4 > li:before{content:"○ "}.lst-kix_temc2asnmng8-8 > li:before{content:"■ "}ol.lst-kix_97b6r4n2nnjf-5.start{counter-reset:lst-ctn-kix_97b6r4n2nnjf-5 0}ul.lst-kix_w2guo1798a7q-0{list-style-type:none}.lst-kix_temc2asnmng8-5 > li:before{content:"■ "}.lst-kix_5n2ou0hlvomq-6 > li:before{content:"" counter(lst-ctn-kix_5n2ou0hlvomq-6,lower-latin) ". "}.lst-kix_temc2asnmng8-6 > li:before{content:"● "}ul.lst-kix_w2guo1798a7q-6{list-style-type:none}.lst-kix_5n2ou0hlvomq-8 > li{counter-increment:lst-ctn-kix_5n2ou0hlvomq-8}.lst-kix_97b6r4n2nnjf-2 > li{counter-increment:lst-ctn-kix_97b6r4n2nnjf-2}ul.lst-kix_w2guo1798a7q-5{list-style-type:none}.lst-kix_xqyjtmw56zpv-4 > li{counter-increment:lst-ctn-kix_xqyjtmw56zpv-4}ul.lst-kix_w2guo1798a7q-8{list-style-type:none}ul.lst-kix_w2guo1798a7q-7{list-style-type:none}.lst-kix_temc2asnmng8-1 > li:before{content:"○ "}ul.lst-kix_w2guo1798a7q-2{list-style-type:none}ul.lst-kix_w2guo1798a7q-1{list-style-type:none}ul.lst-kix_w2guo1798a7q-4{list-style-type:none}ul.lst-kix_w2guo1798a7q-3{list-style-type:none}.lst-kix_temc2asnmng8-0 > li:before{content:"● "}.lst-kix_temc2asnmng8-3 > li:before{content:"● "}.lst-kix_xqyjtmw56zpv-7 > li{counter-increment:lst-ctn-kix_xqyjtmw56zpv-7}.lst-kix_ll3ulrdzmx5d-5 > li{counter-increment:lst-ctn-kix_ll3ulrdzmx5d-5}.lst-kix_temc2asnmng8-2 > li:before{content:"■ "}.lst-kix_b5zvstllercd-4 > li:before{content:"- "}.lst-kix_b5zvstllercd-6 > li:before{content:"- "}.lst-kix_6za6fk6n623r-6 > li:before{content:"● "}.lst-kix_b5zvstllercd-0 > li:before{content:"- "}.lst-kix_b5zvstllercd-8 > li:before{content:"- "}.lst-kix_xqyjtmw56zpv-6 > li{counter-increment:lst-ctn-kix_xqyjtmw56zpv-6}.lst-kix_6za6fk6n623r-8 > li:before{content:"■ "}.lst-kix_pjtr9kuz4bg1-8 > li:before{content:"- "}.lst-kix_3uayykrrfdcf-4 > li:before{content:"- "}.lst-kix_dbkwut90ew6e-4 > li:before{content:"" counter(lst-ctn-kix_dbkwut90ew6e-4,lower-roman) ") "}.lst-kix_dbkwut90ew6e-8 > li:before{content:"" counter(lst-ctn-kix_dbkwut90ew6e-8,decimal) ". "}.lst-kix_3uayykrrfdcf-6 > li:before{content:"- "}.lst-kix_xqyjtmw56zpv-5 > li{counter-increment:lst-ctn-kix_xqyjtmw56zpv-5}.lst-kix_pjtr9kuz4bg1-4 > li:before{content:"- "}.lst-kix_pjtr9kuz4bg1-6 > li:before{content:"- "}.lst-kix_b5zvstllercd-2 > li:before{content:"- "}.lst-kix_dbkwut90ew6e-6 > li:before{content:"" counter(lst-ctn-kix_dbkwut90ew6e-6,lower-latin) ". "}ol.lst-kix_ll3ulrdzmx5d-8.start{counter-reset:lst-ctn-kix_ll3ulrdzmx5d-8 0}ol.lst-kix_ll3ulrdzmx5d-6{list-style-type:none}ol.lst-kix_ll3ulrdzmx5d-5{list-style-type:none}ol.lst-kix_ll3ulrdzmx5d-4{list-style-type:none}.lst-kix_pjtr9kuz4bg1-0 > li:before{content:"- "}.lst-kix_pjtr9kuz4bg1-2 > li:before{content:"- "}ol.lst-kix_ll3ulrdzmx5d-3{list-style-type:none}ol.lst-kix_ll3ulrdzmx5d-2{list-style-type:none}.lst-kix_3uayykrrfdcf-8 > li:before{content:"- "}ol.lst-kix_ll3ulrdzmx5d-1{list-style-type:none}.lst-kix_dbkwut90ew6e-0 > li:before{content:"(" counter(lst-ctn-kix_dbkwut90ew6e-0,lower-latin) ") "}ol.lst-kix_ll3ulrdzmx5d-0{list-style-type:none}.lst-kix_iixp2sb6ta62-0 > li:before{content:"- "}ol.lst-kix_5n2ou0hlvomq-6{list-style-type:none}ol.lst-kix_5n2ou0hlvomq-2.start{counter-reset:lst-ctn-kix_5n2ou0hlvomq-2 0}ol.lst-kix_5n2ou0hlvomq-5{list-style-type:none}.lst-kix_dbkwut90ew6e-2 > li:before{content:"(" counter(lst-ctn-kix_dbkwut90ew6e-2,decimal) ") "}ol.lst-kix_ll3ulrdzmx5d-8{list-style-type:none}ol.lst-kix_5n2ou0hlvomq-8{list-style-type:none}ol.lst-kix_ll3ulrdzmx5d-7{list-style-type:none}ol.lst-kix_5n2ou0hlvomq-7{list-style-type:none}ol.lst-kix_5n2ou0hlvomq-2{list-style-type:none}.lst-kix_iixp2sb6ta62-4 > li:before{content:"- "}ol.lst-kix_5n2ou0hlvomq-1{list-style-type:none}ol.lst-kix_5n2ou0hlvomq-4{list-style-type:none}ol.lst-kix_97b6r4n2nnjf-7.start{counter-reset:lst-ctn-kix_97b6r4n2nnjf-7 0}ol.lst-kix_5n2ou0hlvomq-3{list-style-type:none}ol.lst-kix_dbkwut90ew6e-6.start{counter-reset:lst-ctn-kix_dbkwut90ew6e-6 0}.lst-kix_dbkwut90ew6e-0 > li{counter-increment:lst-ctn-kix_dbkwut90ew6e-0}ol.lst-kix_5n2ou0hlvomq-0{list-style-type:none}.lst-kix_5n2ou0hlvomq-7 > li{counter-increment:lst-ctn-kix_5n2ou0hlvomq-7}.lst-kix_iixp2sb6ta62-2 > li:before{content:"- "}.lst-kix_xqyjtmw56zpv-1 > li:before{content:"(" counter(lst-ctn-kix_xqyjtmw56zpv-1,lower-roman) ") "}.lst-kix_5n2ou0hlvomq-6 > li{counter-increment:lst-ctn-kix_5n2ou0hlvomq-6}ol.lst-kix_5n2ou0hlvomq-1.start{counter-reset:lst-ctn-kix_5n2ou0hlvomq-1 0}.lst-kix_w2guo1798a7q-7 > li:before{content:"- "}.lst-kix_ll3ulrdzmx5d-3 > li{counter-increment:lst-ctn-kix_ll3ulrdzmx5d-3}.lst-kix_xqyjtmw56zpv-5 > li:before{content:"" counter(lst-ctn-kix_xqyjtmw56zpv-5,decimal) ") "}.lst-kix_dbkwut90ew6e-7 > li{counter-increment:lst-ctn-kix_dbkwut90ew6e-7}.lst-kix_5n2ou0hlvomq-0 > li{counter-increment:lst-ctn-kix_5n2ou0hlvomq-0}.lst-kix_ll3ulrdzmx5d-4 > li{counter-increment:lst-ctn-kix_ll3ulrdzmx5d-4}ol.lst-kix_dbkwut90ew6e-7.start{counter-reset:lst-ctn-kix_dbkwut90ew6e-7 0}.lst-kix_xqyjtmw56zpv-7 > li:before{content:"" counter(lst-ctn-kix_xqyjtmw56zpv-7,lower-roman) ". "}.lst-kix_dbkwut90ew6e-1 > li{counter-increment:lst-ctn-kix_dbkwut90ew6e-1}.lst-kix_9yokpth8l7z2-0 > li:before{content:"- "}.lst-kix_97b6r4n2nnjf-4 > li{counter-increment:lst-ctn-kix_97b6r4n2nnjf-4}.lst-kix_9yokpth8l7z2-4 > li:before{content:"- "}ul.lst-kix_pjtr9kuz4bg1-0{list-style-type:none}ul.lst-kix_pjtr9kuz4bg1-1{list-style-type:none}.lst-kix_9yokpth8l7z2-2 > li:before{content:"- "}.lst-kix_9yokpth8l7z2-6 > li:before{content:"- "}ul.lst-kix_pjtr9kuz4bg1-8{list-style-type:none}ul.lst-kix_pjtr9kuz4bg1-6{list-style-type:none}ol.lst-kix_97b6r4n2nnjf-8.start{counter-reset:lst-ctn-kix_97b6r4n2nnjf-8 0}ul.lst-kix_pjtr9kuz4bg1-7{list-style-type:none}ul.lst-kix_pjtr9kuz4bg1-4{list-style-type:none}ul.lst-kix_pjtr9kuz4bg1-5{list-style-type:none}ul.lst-kix_pjtr9kuz4bg1-2{list-style-type:none}ul.lst-kix_pjtr9kuz4bg1-3{list-style-type:none}ul.lst-kix_iixp2sb6ta62-0{list-style-type:none}ul.lst-kix_iixp2sb6ta62-2{list-style-type:none}ul.lst-kix_iixp2sb6ta62-1{list-style-type:none}.lst-kix_9yokpth8l7z2-8 > li:before{content:"- "}ul.lst-kix_iixp2sb6ta62-8{list-style-type:none}ul.lst-kix_iixp2sb6ta62-7{list-style-type:none}ol.lst-kix_dbkwut90ew6e-8.start{counter-reset:lst-ctn-kix_dbkwut90ew6e-8 0}.lst-kix_xqyjtmw56zpv-3 > li:before{content:"" counter(lst-ctn-kix_xqyjtmw56zpv-3,lower-latin) ") "}ul.lst-kix_iixp2sb6ta62-4{list-style-type:none}ul.lst-kix_iixp2sb6ta62-3{list-style-type:none}ul.lst-kix_iixp2sb6ta62-6{list-style-type:none}ul.lst-kix_iixp2sb6ta62-5{list-style-type:none}
Chapter 7 Notes
- Properties of a normal distribution(7.1)
- The normal curve is symmetric about its mean M.(true) the normal curve is a symmetric distribution w/ one peak, which means mean = median = mode
- The area under the normal curve to the right of M = ½
- The points at x = M-O and x = M+O are the inflection points on the normal curve
- Identify M+O
M = 18 O = 3
- Applications of the normal distribution (7.2)
- Area ← left Z=-0.52 = 0.3015
normaCDF (-
, -0.52,0,1)
- ← left z=1.73 = 0.9582
normCDF(-
,1.72, 0,1)
- ← left z=-1.72 = 0.0427
Determine the area
- ← left z=0.54 = 0.7054
- → right z=-0.84 = 0.7995
normCDF(-0.84,
, 0,1)
- → right z=-1.32 = 0.9066
Determine the area
- → right z=0.47 = 0.3192
- → right z=0.45 = 0.3264
- z=-0.08+0.08/normCDF(-0.08,0.08,0,1)/=0.0638
- z=-2.21+0=0.4864
Find the z-score
- z=1.78+2.23=0.0247
- Normal curve ← left is 0.26
invnorm(0.26,0,1)=0.64
- Normal curve → right is 0.44
invnorm(0.44,0,1)=-0.15 to the right =0.15
- Separate middle 96% of distribution
z-score invnorm(0.02,0,1)=-2.05,205
- Separate middle 79% of distribution
invnorm(0.105,0,1)=-1.25 -1.25,1.25We also discuss several other topics like What happens if an antimicrobial drug has a high selective toxicity?
Find the value of Zoc
- Z0.17 1-0.17=0.88 invnorm(0.83,0,1)=0.95
- Z0.18 1-0.18=082 invnorm(0.82,0,1)=0.92
normCDF(42,
,50,7)=0.8735
normCDF(-
,39,46,7)=0.1587
normCDF(35,64,50,7)=0.9612
- Assume x is normally distributed. M=59 O=7
Find the 14th percentileDon't forget about the age old question of governors (so why, trump, would they rig it for a democrat?
14th percentile = 0.14 invnorm(0.14,59,7)=51.44
- Find the 11th percentile M=54 O=7
invnorm(0.11,54,7)=45.41
invnorm(0.86,50,7)=57.56
Probability <60.1 M=64.2 O=2.7We also discuss several other topics like Why is it important to study Ethnicity?
normCDF(-
,60.1,64.2,2.7)=0.06442
probability<60 M=63.5 O=2.6We also discuss several other topics like How is physical amplitude related to perceptual loudness?
normCDF(-
,60,63,2.6)=0.0891Don't forget about the age old question of What is testing to know whether software is using more power?
We also discuss several other topics like shannon jette umd
Assessing normality(7.3
- A normal probability plot is graph that plots observed data versus normal scores