Latent Class Analysis

Blog

Latent Class Analysis.

Advanced Analysis | How To... | Latent Class Analysis | Segmentation | Using Displayr

How to Work Out the Number of Classes in Latent Class Analysis

img:is([sizes="auto" i],[sizes^="auto," i]){contain-intrinsic-size:3000px 1500px;}img.wp-smiley,img.emoji{display:inline !important;border:none !important;box-shadow:none !important;height:1em !important;width:1em !important;margin:0 .07em !important;vertical-align:-.1em !important;background:none !important;padding:0 !important;}.wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em;}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none;}:root{--wp--preset--aspect-ratio--square:1;--wp--preset--aspect-ratio--4-3:4/3;--wp--preset--aspect-ratio--3-4:3/4;--wp--preset--aspect-ratio--3-2:3/2;--wp--preset--aspect-ratio--2-3:2/3;--wp--preset--aspect-ratio--16-9:16/9;--wp--preset--aspect-ratio--9-16:9/16;--wp--preset--color--black:#000;--wp--preset--color--cyan-bluish-gray:#abb8c3;--wp--preset--color--white:#fff;--wp--preset--color--pale-pink:#f78da7;--wp--preset--color--vivid-red:#cf2e2e;--wp--preset--color--luminous-vivid-orange:#ff6900;--wp--preset--color--luminous-vivid-amber:#fcb900;--wp--preset--color--light-green-cyan:#7bdcb5;--wp--preset--color--vivid-green-cyan:#00d084;--wp--preset--color--pale-cyan-blue:#8ed1fc;--wp--preset--color--vivid-cyan-blue:#0693e3;--wp--preset--color--vivid-purple:#9b51e0;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple:linear-gradient(135deg,rgba(6,147,227,1) 0%,#9b51e0 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan:linear-gradient(135deg,#7adcb4 0%,#00d082 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange:linear-gradient(135deg,rgba(252,185,0,1) 0%,rgba(255,105,0,1) 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red:linear-gradient(135deg,rgba(255,105,0,1) 0%,#cf2e2e 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray:linear-gradient(135deg,#eee 0%,#a9b8c3 100%);--wp--preset--gradient--cool-to-warm-spectrum:linear-gradient(135deg,#4aeadc 0%,#9778d1 20%,#cf2aba 40%,#ee2c82 60%,#fb6962 80%,#fef84c 100%);--wp--preset--gradient--blush-light-purple:linear-gradient(135deg,#ffceec 0%,#9896f0 100%);--wp--preset--gradient--blush-bordeaux:linear-gradient(135deg,#fecda5 0%,#fe2d2d 50%,#6b003e 100%);--wp--preset--gradient--luminous-dusk:linear-gradient(135deg,#ffcb70 0%,#c751c0 50%,#4158d0 100%);--wp--preset--gradient--pale-ocean:linear-gradient(135deg,#fff5cb 0%,#b6e3d4 50%,#33a7b5 100%);--wp--preset--gradient--electric-grass:linear-gradient(135deg,#caf880 0%,#71ce7e 100%);--wp--preset--gradient--midnight:linear-gradient(135deg,#020381 0%,#2874fc 100%);--wp--preset--font-size--small:13px;--wp--preset--font-size--medium:20px;--wp--preset--font-size--large:36px;--wp--preset--font-size--x-large:42px;--wp--preset--spacing--20:.44rem;--wp--preset--spacing--30:.67rem;--wp--preset--spacing--40:1rem;--wp--preset--spacing--50:1.5rem;--wp--preset--spacing--60:2.25rem;--wp--preset--spacing--70:3.38rem;--wp--preset--spacing--80:5.06rem;--wp--preset--shadow--natural:6px 6px 9px rgba(0,0,0,.2);--wp--preset--shadow--deep:12px 12px 50px rgba(0,0,0,.4);--wp--preset--shadow--sharp:6px 6px 0px rgba(0,0,0,.2);--wp--preset--shadow--outlined:6px 6px 0px -3px rgba(255,255,255,1),6px 6px rgba(0,0,0,1);--wp--preset--shadow--crisp:6px 6px 0px rgba(0,0,0,1);}:where(.is-layout-flex){gap:.5em;}:where(.is-layout-grid){gap:.5em;}body .is-layout-flex{display:flex;}.is-layout-flex{flex-wrap:wrap;align-items:center;}.is-layout-flex > :is(*,div){margin:0;}body .is-layout-grid{display:grid;}.is-layout-grid > :is(*,div){margin:0;}:where(.wp-block-columns.is-layout-flex){gap:2em;}:where(.wp-block-columns.is-layout-grid){gap:2em;}:where(.wp-block-post-template.is-layout-flex){gap:1.25em;}:where(.wp-block-post-template.is-layout-grid){gap:1.25em;}.has-black-color{color:var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-color{color:var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-color{color:var(--wp--preset--color--white) !important;}.has-pale-pink-color{color:var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-color{color:var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-color{color:var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-color{color:var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-color{color:var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-color{color:var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-color{color:var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-color{color:var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-color{color:var(--wp--preset--color--vivid-purple) !important;}.has-black-background-color{background-color:var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-background-color{background-color:var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-background-color{background-color:var(--wp--preset--color--white) !important;}.has-pale-pink-background-color{background-color:var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-background-color{background-color:var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-background-color{background-color:var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-background-color{background-color:var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-background-color{background-color:var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-background-color{background-color:var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-background-color{background-color:var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-background-color{background-color:var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-background-color{background-color:var(--wp--preset--color--vivid-purple) !important;}.has-black-border-color{border-color:var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-border-color{border-color:var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-border-color{border-color:var(--wp--preset--color--white) !important;}.has-pale-pink-border-color{border-color:var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-border-color{border-color:var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-border-color{border-color:var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-border-color{border-color:var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-border-color{border-color:var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-border-color{border-color:var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-border-color{border-color:var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-border-color{border-color:var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-border-color{border-color:var(--wp--preset--color--vivid-purple) !important;}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background:var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important;}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background:var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important;}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background:var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important;}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background:var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important;}.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background:var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important;}.has-cool-to-warm-spectrum-gradient-background{background:var(--wp--preset--gradient--cool-to-warm-spectrum) !important;}.has-blush-light-purple-gradient-background{background:var(--wp--preset--gradient--blush-light-purple) !important;}.has-blush-bordeaux-gradient-background{background:var(--wp--preset--gradient--blush-bordeaux) !important;}.has-luminous-dusk-gradient-background{background:var(--wp--preset--gradient--luminous-dusk) !important;}.has-pale-ocean-gradient-background{background:var(--wp--preset--gradient--pale-ocean) !important;}.has-electric-grass-gradient-background{background:var(--wp--preset--gradient--electric-grass) !important;}.has-midnight-gradient-background{background:var(--wp--preset--gradient--midnight) !important;}.has-small-font-size{font-size:var(--wp--preset--font-size--small) !important;}.has-medium-font-size{font-size:var(--wp--preset--font-size--medium) !important;}.has-large-font-size{font-size:var(--wp--preset--font-size--large) !important;}.has-x-large-font-size{font-size:var(--wp--preset--font-size--x-large) !important;}:where(.wp-block-post-template.is-layout-flex){gap:1.25em;}:where(.wp-block-post-template.is-layout-grid){gap:1.25em;}:where(.wp-block-columns.is-layout-flex){gap:2em;}:where(.wp-block-columns.is-layout-grid){gap:2em;}:root :where(.wp-block-pullquote){font-size:1.5em;line-height:1.6;}.e-con.e-parent:nth-of-type(n+4):not(.e-lazyloaded):not(.e-no-lazyload),.e-con.e-parent:nth-of-type(n+4):not(.e-lazyloaded):not(.e-no-lazyload) *{background-image:none !important;}@media screen and (max-height: 1024px){.e-con.e-parent:nth-of-type(n+3):not(.e-lazyloaded):not(.e-no-lazyload),.e-con.e-parent:nth-of-type(n+3):not(.e-lazyloaded):not(.e-no-lazyload) *{background-image:none !important;}.e-con.e-parent:nth-of-type(n+3):not(.e-lazyloaded):not(.e-no-lazyload).nitro-lazy,.e-con.e-parent:nth-of-type(n+3):not(.e-lazyloaded):not(.e-no-lazyload) *.nitro-lazy{background-image:none !important;}}@media screen and (max-height: 640px){.e-con.e-parent:nth-of-type(n+2):not(.e-lazyloaded):not(.e-no-lazyload),.e-con.e-parent:nth-of-type(n+2):not(.e-lazyloaded):not(.e-no-lazyload) *{background-image:none !important;}.e-con.e-parent:nth-of-type(n+2):not(.e-lazyloaded):not(.e-no-lazyload).nitro-lazy,.e-con.e-parent:nth-of-type(n+2):not(.e-lazyloaded):not(.e-no-lazyload) *.nitro-lazy{background-image:none !important;}}.e-con.e-parent:nth-of-type(n+4):not(.e-lazyloaded):not(.e-no-lazyload).nitro-lazy,.e-con.e-parent:nth-of-type(n+4):not(.e-lazyloaded):not(.e-no-lazyload) *.nitro-lazy{background-image:none !important;}.page-template-search .page-wrapper > header:not(.fixed){background:#2e45b9 !important;}#article img .ql-img-inline-formula .quicklatex-auto-format{display:inline;}.slidein-overlay-close{width:40px !important;padding:10px !important;}.main_panel_button_section a{background:#6a9bf7 !important;border-color:#6a9bf7 !important;}.main_panel_button_section a:hover{background:#77a5fb !important;border-color:#77a5fb !important;}body .maxbutton-57.maxbutton.maxbutton-histogram:hover{color:#fff !important;}.page-template-visualization .blog_all_post .visualization_img{padding-bottom:55%;}.page-template-visualization .blog_all_post .tab_img{padding:10px;}.demo-form-new.demo-form-title{max-width:855px;margin-left:auto;margin-right:auto;}@media (max-width:767px){.product-expert-help p{font-size:18px;}}body.page-template-use-case-new.creator-page-new .use-case-banner-new{background-color:#f7f9fc !important;}body.page-template-use-case-new.creator-page-new header.webinar_header.use-case-page-header:not(.fixed){background-color:#f7f9fc;}.post-password-form{padding:180px 120px 100px;}.year-main.nitro-lazy-render,.product-timeline.nitro-lazy-render{content-visibility:visible;}.body-blog-content blockquote{font-family:"CircularXX-Regular",Arial,sans-serif;font-size:24px;color:#1c283b;margin-left:0;padding-left:0;margin-top:20px;margin-bottom:20px;}.body-blog-content blockquote p{background-color:#eeeffd;display:inline;}.single.postid-38344 .blog .body-blog-content h2{margin-top:30px;}.embed-yt-container{position:relative;padding-bottom:56.25%;height:0;overflow:hidden;max-width:100%;margin-bottom:23px;}.embed-yt-container iframe{position:absolute;top:0;left:0;width:100%;height:100%;}header .header_menu li{font-family:"CircularXX-Regular" !important;}footer .copyright{color:#1c283b;font-family:"CircularXX-Light";font-size:15px;text-align:right;padding:30px 30px 0 !important;max-width:1120px;}@media only screen and (max-width: 600px){footer .copyright{text-align:left;margin-bottom:40px;}footer .footer-new-menu-container{padding-bottom:0px !important;}}.slidein-overlay-close img{padding:3px;}.cp-title span{line-height:1.2;font-size:30px;}.cp_id_a6a6a .cp-subscriber-newsletter .cp-title-container{padding:0px !important;}.cp-form-container .cp-form-layout-4 .cp-submit-wrap{padding-left:20px;padding-right:0px;}.cp-slidein .cp-slidein-body{background-color:#fff !important;background-position:100% 26% !important;background-size:56px auto !important;padding-top:0px !important;}.popup-main{max-width:368px;margin:0 auto;padding:30px 20px 35px;color:#8c9db5;font-size:15px t;text-align:center;}.cp-slidein-body p{padding:0 15px;}.cp-slidein-content{top:-70px !important;}.popup-main h2{color:#303a3f;font-size:30px;line-height:1.2;margin:0px 0 9px;}.popup-main .btn{max-width:272px;width:100%;height:51px;border-radius:3px;background:#ff543f;color:#fff;text-decoration:none;font-size:15px;display:inline-block;margin-top:10px;line-height:51px;border-color:#ff543f;padding-top:0px;padding-bottom:0px;}.popup-main .btn:hover{background:#fff;color:#ff543f;}.slidein-overlay-close.cp-inside-close.cp-adjacent-right{top:-60px !important;right:12px !important;}.cp-blank .cp_responsive{font-family:inherit !important;}@media (max-width:767px){.cp-slidein .cp-animate-container{right:-10px;}}.cp-subscriber-newsletter .cp-desc-container,.cp-subscriber-newsletter .cp-description,.cp-subscriber-newsletter .cp-form-container{font-family:inherit !important;}.cp-image-container .cp-highlight{visibility:hidden !important;}.cp-form-container .cp-form-layout-4 .cp-submit-wrap{padding-left:10px !important;}.slidein-overlay.content-67e391f58886b .cp-slidein-body-overlay{background:rgba(255,255,255,.68);}.slidein-overlay.content-67e391f58886b .cp-btn-flat.cp-slide-edit-btn{background:#000 !important;color:#fff;}.slidein-overlay.content-67e391f58886b .cp-btn-flat.cp-slide-edit-btn:hover{}.content-67e391f58886b .cp-form-container label:not(.cp-label){display:none;}.content-67e391f58886b .cp-form-container label{color:#999;font-size:14px;text-align:center;}.content-67e391f58886b .cp-form-container .cp-form-field select{text-align-last:center;}.content-67e391f58886b .cp-form-container input:focus:not([type='radio']):not([type='checkbox']):not([type='range']),.content-67e391f58886b .cp-form-container textarea:focus,.content-67e391f58886b .cp-form-container .cp-form-field button,.content-67e391f58886b .cp-form-container .cp-form-field input,.content-67e391f58886b .cp-form-container .cp-form-field select,.content-67e391f58886b .cp-form-container .cp-form-field textarea{text-align:center;font-size:14px;color:#999;background-color:#fff;border-color:#bfbebe;padding-top:11px;padding-bottom:11px;padding-left:20px;padding-right:20px;border-radius:3px;}.content-67e391f58886b .cp-form-container .cp-form-field .cp-label{text-align:center;font-size:14px;color:#999;padding-top:11px;padding-bottom:11px;border-radius:3px;}.content-67e391f58886b .cp-form-container .cp-submit{padding-top:12px;padding-bottom:12px;padding-left:18px;padding-right:18px;}.content-67e391f58886b .cp-form-container .cp-submit.cp-btn-flat{background:#5159f5 !important;border-radius:4px;}.content-67e391f58886b .cp-form-container .cp-submit.cp-btn-flat:hover{background:#444ce8 !important;}.content-67e391f58886b .cp-form-field.cp-enable-box-shadow > div{border-radius:3px;}.error{display:none;margin-left:10px;}.error_show{color:red;margin-left:10px;}.errormsg{display:none;margin-left:10px;}.errormsg_show{color:red;margin-left:10px;}.blog iframe#launcher{display:none !important;}

TECHNIQUES

TECHNIQUES

OBJECTIVES

CAPABILITIES

DATA SOURCES

LEARN

SUPPORT

UPCOMING WEBINAR