
gurtimpu vislaeshanha

identifiability analysis anedi ganita ganankalalo kanipinche paddhatula samuuham, idhi prayogaatmaka dayta yokka parimaanam mariyu naanhyata dwara modal yokka paaraamitulu entha baga anchanaa veyabadathaayo nirnayinchadaaniki upayoginchabadutundi. anduvalla, eee paddhatulu oka namuunaa yokka gurtinchadaginadi matrame kakunda, nirdishta prayogaatmaka dayta ledhaa, marinta saadhaaranamgaa, dayta sekarana prakriyaku namuunaa yokka sambandhaanni kooda anveshistaayi.
parichayam.
oka namuunaa prayogaatmaka daetaaku saripotundani bhaavisthe, saripoye manchitanam anedi paramiti anchanaalu entha nammadaginavo velladinchadu. modal sarigga enchukunnatlu niroopinchadaaniki fitt yokka manchitanam kooda saripodu. udaaharanaku, prayogaatmaka dayta dhwaninchedigaa unte ledhaa taginanta dayta paayintlu lekapothe, anchanaa vesina paramiti viluvalu fitt yokka manchitanaanni gananeeyamgaa prabhaavitam cheyakunda teevramgaa maaravacchu. eee samasyalanu parishkarinchadaaniki, modal yokka saraina empikanu mariyu taginanta prayogaatmaka daetaanu nirdhaarinchadaaniki gurtinchadagina vislaeshanhanu oka mukhyamaina dasagaa vartimpajeyavachu. eee vislaeshanha yokka uddesyam saraina namuunaa empika mariyu pondina prayogaatmaka dayta yokka samagrata yokka parimaanaatmaka rujuvu ledhaa atuvanti vislaeshanha anedi gurtinchaleni mariyu alasatva paaraamitulanu gurtinchadaaniki oka saadhanamgaa upayogapadutundi, prayogaalanu pranaalika cheyadamlo mariyu prarambha dasalalo namuunaanu nirminchadamlo mariyu meruguparachadamlo sahaayapadutundi.
nirmaanaatmaka mariyu aacharanaatmaka gurtimpu vislaeshanha.
nirmaanaatmaka gurtimpu vislaeshanha anedi oka nirdishta rakamaina vislaeshanha, dheenilo namuunaa nirmaanam kooda gurtimpu laenidigaa parisoedhimchabadutumdi. gurtinchabadani paaraamitulanu vaati kalayikalatho ledhaa maroka vidhamgaa pratyaamnaayam cheyadam dwara gurtinchabadani gurtimpulanu vislaeshanhaatmakamgaa tolaginchavacchu. parimita prayogaatmaka datasetnu anukarinchadaaniki daani application tarvaata swatantra paaraamitula sankhyatho modal overloading anedi paaraamitula viluvala maarpulaku tagina phalitaalanu ivvani dhara dwara prayogaatmaka daetaaku manchi amarikanu andinchavacchu, anduvalla paaraamitula viluvalanu nirnayinchabadavu. nirmaanaatmaka paddhatulanu "oka praadhaanyata" anie kooda suuchistaaru, endukante eee sandarbhamlo gurtimpu laeni vislaeshanhanu fitting score functionla gananaku mundu, modal kosam degreela off friedam (ganaamkaalu) mariyu swatantra prayogaatmaka paristhitula sankhyanu anveshinchadam dwara kooda nirvahinchavacchu.
prayogaatmaka daetaaku ippatike unna modal yokka amarikanu anveshinchadam dwara aacharanaatmaka gurtinchadagina vislaeshanhanu nirvahinchavacchu. edainaa kolatalo amarchina tarvaata, paramiti gurtinchadagina vislaeshanhanu icchina binduvuku sameepamlo sthaanikamgaa (saadhaaranamgaa uttama namuunaa amarchina paramiti viluvalaku sameepamlo) ledhaa prapanchavyaaptamgaa vistarinchina paramiti sthalamlo cheyavachu. practical identifiability vislaeshanhaku saadhaarana udaaharana profile sambhaavyata paddhati.