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Dieses Buch ist eine Open Access Publikation. Der lange gehegte Traum von künstlicher Intelligenz (KI) wird in unserer Alltagswelt zunehmend Realität. Damit verbinden sich hohe gesellschaftliche Erwartungen, aber auch Sorgen hinsichtlich einer schleichenden Entmündigung des Menschen. Am Beispiel des Forschungssektors lotet dieser Band die Optionen, Entwicklungschancen und Risiken von KI-Techniken für die Zukunft des wissenschaftlichen Erkenntnisprozesses und der darauf beruhenden technischen Entwicklungen aus. Zu diesem Zweck wird zunächst der Stand der KI-Technik und ihrer Anwendungen dargestellt. Es folgen wissenschaftsphilosophische Untersuchungen zur Frage der Ersetzbarkeit des forschenden Menschen durch KI und zu erwartenden Veränderungen in der wissenschaftlichen Forschung. Weitere Abschnitte widmen sich den Folgen für die Arbeitswelt von Forschern/Forscherinnen sowie den durch KI erzeugten neuen Herausforderungen für die rechtliche Regulierung im Spannungsfeld von Wissenschaftsfreiheit und Datenschutz. Der Band schließt mit Empfehlungen für die verantwortlichen Akteure in Wissenschaft, Forschungspolitik und Gesellschaft aus interdisziplinärer Perspektive.

artificial intelligence. --- data collection. --- data processing. --- information analysis. --- anailís ar fhaisnéis --- analiza informacija --- analiza informacji --- informační analýza --- informationsanalyse --- analiza informației --- анализа на информации --- analizë e informacionit --- informačná analýza --- informacijos analizė --- analisi delle informazioni --- análise da informação --- analiżi tal-informazzjoni --- анализ на информация --- analyse de l'information --- analiza informacij --- informācijas analīze --- infoanalüüs --- análisis de la información --- informationsanalys --- tiedon sisällön analyysi --- információelemzés --- informatieanalyse --- Informationsanalyse --- анализа информација --- ανάλυση πληροφοριών --- dokumentinė analizė --- documentary analysis --- ανάλυση δεδομένων --- análise de dados --- análise documental --- gegevensanalyse --- dokumentanalyse --- dokumentační analýza --- dokumentumelemzés --- Datenanalyse --- analyse des données --- duomenų analizė --- dokumentanalys --- dokumendianalüüs --- dataanalys --- analisi documentaria --- analiza datelor --- analiza podataka --- tiedon analysointi --- asiakirjojen analysointi --- analizë dokumentuese --- ανάλυση τεκμηρίωσης --- Dokumentenanalyse --- datu analīze --- análisis de documentos --- analizim të dhënash --- dataanalyse --- data analysis --- dokumentālā analīze --- análisis de datos --- analisi dei dati --- analiză documentară --- analyse documentaire --- análisis documental --- raščlamba obavijesti --- adatelemzés --- dokumentačná analýza --- analýza údajov --- andmeanalüüs --- documentaire analyse --- Datenverarbeitung --- обрада података --- gegevensverwerking --- obdelava podatkov --- përpunim të të dhënave --- duomenų apdorojimas --- databehandling --- procesarea datelor --- trattamento dei dati --- επεξεργασία δεδομένων --- processamento de dados --- proċessar tad-data --- traitement des données --- обработка на данни --- obrada podataka --- обработка на податоци --- tratamiento de datos --- zpracování dat --- tietojenkäsittely --- adatfeldolgozás --- andmetöötlus --- spracovanie údajov --- datu apstrāde --- próiseáil sonraí --- przetwarzanie danych --- traitement électronique des données --- trattamento elettronico dei dati --- tratamiento electrónico de datos --- elektronické spracovanie údajov --- automatizované spracovanie údajov --- автоматска обработка на податоци --- automatska obrada podataka --- elektronikus adatfeldolgozás --- automatiseeritud andmetöötlus --- automātiskā datu apstrāde --- elektronička obrada podataka --- beeldverwerking --- tratamento de imagem --- elektroniskā datu apstrāde --- automatinis duomenų apdorojimas --- përpunim automatik i të dhënave --- automatic data processing --- electronic data processing --- adatkezelés --- automaatne andmetöötlus --- automaattinen tietojenkäsittely --- επεξεργασία εικόνων --- përpunim elektronik i të dhënave --- prelucrarea automată a datelor --- tratamento eletrónico dos dados --- traitement des images --- tratamento dos dados --- procesarea automată a datelor --- processamento informático --- elaborazione dei dati --- billedbehandling --- elektronické zpracování dat --- procesarea electronică a datelor --- elektrooniline andmetöötlus --- elektronische Datenverarbeitung --- Bildverarbeitung --- elektroninis duomenų apdorojimas --- tratamento de dados --- bildbehandling --- trattamento delle immagini --- automatické zpracování dat --- elektronische gegevensverwerking --- tratamiento de gráficos --- collecte de données --- ġbir ta' dejta --- colectarea datelor --- sběr dat --- zbiranje podatkov --- adatgyűjtés --- прикупљање података --- duomenų rinkimas --- recogida de datos --- recolha de dados --- prikupljanje podataka --- прибирање податоци --- grumbullim i të dhënave --- bailiú sonraí --- tietojen keruu --- verzamelen van gegevens --- raccolta dei dati --- gromadzenie danych --- datainsamling --- andmekogumine --- събиране на данни --- dataindsamling --- datu vākšana --- zber údajov --- συλλογή δεδομένων --- Datenerhebung --- tietojen koostaminen --- nxjerrje të dhënash --- chamada de dados --- očevidnik --- përpilim të dhënash --- andmete kogumine --- data retrieval --- συγκέντρωση δεδομένων --- shromažďování informací --- compilarea datelor --- ανάκτηση δεδομένων --- raggruppamento dei dati --- dataopsamling --- adatok kinyerése --- compiling data --- shromažďování dat --- adatok visszanyerése --- Datensammlung --- spájanie údajov --- andmeotsing --- sběr informací --- duomenų paieška --- reunião de dados --- rappel des données --- ricerca dei dati --- regăsirea informației --- kompiliuotieji duomenys --- datu izgūšana --- vyhľadávanie údajov --- datu apkopošana --- oproepen van gegevens --- hromadění dat --- inteligência artificial --- kunstmatige intelligentie --- mesterséges intelligencia --- inteligencia artificial --- tekoäly --- sztuczna inteligencja --- вештачка интелигенција --- umetna inteligenca --- mākslīgais intelekts --- umělá inteligence --- künstliche Intelligenz --- inteligență artificială --- tehisintellekt --- изкуствен интелект --- artificiell intelligens --- intelligence artificielle --- intleacht shaorga --- intelligenza artificiale --- intelliġenza artifiċjali --- umelá inteligencia --- dirbtinis intelektas --- τεχνητή νοημοσύνη --- umjetna inteligencija --- inteligjencë artificiale --- kunstig intelligens --- calcolatore di quinta generazione --- συστήματα λήψης αποφάσεων --- sistema inteligente --- ayuda a la decisión --- sistem expert --- ajuda à decisão --- ekspertinė sistema --- expert system --- szakértői rendszer --- συστήματα εμπειρογνώμονες --- expertsystem --- strumento di aiuto alla decisione --- wissensbasierendes System --- IA --- Expertensystem --- KI --- konstgjord intelligens --- expertný systém --- sistem ekspert --- asiantuntijajärjestelmä --- sistema experto --- systeemexpert --- ekspertsistēma --- ekspertsüsteem --- système expert --- sistema esperto --- Entscheidungshilfe --- aide à la décision --- sistema di supporto alle decisioni --- τεχνητή ευφυΐα --- expertní systém --- Künstliche Intelligenz --- Big Data --- Computerwissenschaften --- Wandel in Wissenschaft und Forschung --- Wissenschaftsgeschichte --- Wissenschaftsphilosophie --- Psychologie wissenschaftlicher Arbeit --- Organisationspsychologie --- Arbeitsgestaltung --- Wissenschaft und Wirtschaft --- Regulierung in Wissenschaft und Forschung --- Forschungsethik --- Technikfolgenabschätzung --- wissenschaftliche Politikberatung --- Open Access --- Science --- Artificial intelligence. --- Technology --- Science Ethics. --- Artificial Intelligence. --- Ethics of Technology. --- Moral and ethical aspects. --- Technology and ethics --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Science and ethics

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"The book provides graduate students and researchers with an up-to-date survey of statistical and econometric techniques for the analysis of count data, with a focus on conditional distribution models. Proper count data probability models allow for rich inferences, both with respect to the stochastic count process that generated the data, and with respect to predicting the distribution of outcomes. The book starts with a presentation of the benchmark Poisson regression model. Alternative models address unobserved heterogeneity, state dependence, selectivity, endogeneity, underreporting, and clustered sampling. Testing and estimation is discussed from frequentist and Bayesian perspectives. Finally, applications are reviewed in fields such as economics, marketing, sociology, demography, and health sciences. The fifth edition contains several new topics, including copula functions, Poisson regression for non-counts, additional semi-parametric methods, and discrete factor models. Other sections have been reorganized, rewritten, and extended."--Publisher.

Econometrics. --- Time-series analysis. --- Labor mobility --- Econometric models. --- Economics, Mathematical --- Statistics --- Mobility, Labor --- Migration, Internal --- Labor supply --- Labor turnover --- Analysis of time series --- Autocorrelation (Statistics) --- Harmonic analysis --- Mathematical statistics --- Probabilities --- Statistics. --- Statistics for Business, Management, Economics, Finance, Insurance. --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Statistics . --- econometrics. --- economic model. --- information analysis. --- labour mobility. --- statistics. --- στατιστική --- statisztika --- estadística --- statistica --- estatística --- statistik --- statistiek --- tilasto --- statistică --- статистика --- štatistika --- Statistik --- statistique --- statistika --- statystyka --- staidreamh --- statistički izvor --- donnée statistique --- statistiskt sammanställning --- dato estadístico --- statistické zdroje --- statistická data --- quadro estatístico --- статистички извор --- štatistická tabuľka --- statistical table --- analyse statistique --- statistinė analizė --- statistical information --- statistiskais kopsavilkums --- statistiline analüüs --- fuente estadística --- anchetă statistică --- statistische controle --- statistikas pārskats --- statistisk undersøgelse --- statistická kontrola --- vrojtim statistikor --- statistická tabulka --- збирка на податоци --- статистички регистар --- controlo estatístico --- Statistisches Amt --- tilastoanalyysi --- πηγή στατιστικών στοιχείων --- tableau statistique --- statistiskā pārraudzība --- statistički podatak --- statističko istraživanje --- статистичко истражување --- statistische Tabelle --- statistische Daten --- monitoraggio statistico --- στατιστικός πίνακας --- dado estatístico --- statisztikai információ --- burim statistikor --- source statistique --- statistiska data --- statistická informace --- statistische analyse --- analisi statistica --- статистичка област --- statistický údaj --- statistische tabel --- indagine statistica --- στατιστική πληροφορία --- štatistické informácie --- statistiline ülevaade --- παρακολούθηση στατιστικών στοιχείων --- tilastollinen seuranta --- статистичка анализа --- štatistický prehľad --- statistisk analyse --- statistische Beobachtung --- statistische Überwachung --- statistiniai duomenys --- statistický úřad --- statistisk kilde --- statistisk analys --- date statistice --- statistické šetření --- statistikas avots --- statistische bron --- statistické zjišťování --- στατιστικό δεδομένο --- statistinė apžvalga --- statistiline kokkuvõte --- enquête statistique --- Statistischer Dienst --- analiză statistică --- statistisk materiale --- rilevazione statistica --- analizë statistikore --- statisztikai adat --- štatistický výber --- statistisk oplysning --- control estadístico --- fonte statistica --- fonte estatística --- statistical analysis --- statistisk källa --- statistiline vaatlus --- statistikas informācija --- encuesta estadística --- στατιστική έρευνα --- статистички преглед --- inquérito estatístico --- análisis estadístico --- statistical source --- statistická analýza --- statisztikai elemzés --- statistilised andmed --- tilastolliset tiedot --- štatistická analýza --- statistisk tabel --- statisztikai táblázat --- statistical data --- statistische Information --- monitorim statistikor --- statistisch onderzoek --- statistički pregled --- statistinė santrauka --- statistička tablica --- statistische Analyse --- statistikas tabula --- statistical abstract --- statistical survey --- statistisch overzicht --- statistička analiza --- statistisk kontrol --- statistinė lentelė --- statistisk opgørelse --- statistischer Nachweis --- statistiskas dati --- statistische Quelle --- štatistický monitoring --- abstrakt statistikor --- statističko praćenje --- información estadística --- štatistické údaje --- статистички податок --- informacion statistikor --- statistický přehled --- tabelë statistikore --- tilastollinen taulukko --- statistische informatie --- статистичка доверливост --- information statistique --- στατιστικές καταστάσεις --- statistiline teave --- προέλευση στατιστικών στοιχείων --- cuadro estadístico --- štatistický zdroj --- informazione statistica --- të dhëna statistikore --- statistiskā analīze --- statistisk information --- informação estatística --- στατιστική ανάλυση --- statistical monitoring --- statistische Erhebung --- statistisk övervakning --- статистички годишник --- statistiline seire --- surveillance statistique --- statistisk undersökning --- relevé statistique --- statistinė informacija --- statistisk tabell --- statistisch gegeven --- statistiline info --- statistinės informacijos šaltinis --- tilastollinen tutkimus --- análise estatística --- tabla estadística --- dato statistico --- statisztikai felmérés --- statisztikai adatforrás --- tilastotiedot --- tabella statistica --- relação estatística --- tilastollinen yhteenveto --- quadro statistico --- tilastollinen lähde --- soghluaisteacht lucht saothair --- mobiliteit van arbeidskrachten --- покретљивост радне снаге --- pokretljivost radne snage --- мобилност на работна сила --- mobilità tas-suq tax-xogħol --- ruchliwość pracownicza --- tööjõu liikuvus --- arbetskraftens rörlighet --- darbo jėgos judumas --- Mobilität der Arbeitskräfte --- darbaspēka mobilitāte --- κινητικότητα του εργατικού δυναμικού --- mobilitatea forței de muncă --- mobilità della manodopera --- lëvizshmëria e fuqisë punëtore --- munkaerő mobilitása --- pracovná mobilita --- mobilité de la main-d'œuvre --- мобилност на работната сила --- arbejdskraftens bevægelighed --- työvoiman liikkuvuus --- movilidad de la mano de obra --- mobilita pracovní síly --- mobilnost delovne sile --- mobilidade da mão de obra --- movilidad del personal --- personalens rörlighet --- mobilitatea personalului --- výmena pracovníkov --- työntekijävaihto --- työntekijöiden liikkuvuus --- troca de trabalhadores --- keitimasis darbuotojais --- distacco --- töötajate liikuvus --- uitwisseling van arbeidskrachten --- darbinieku apmaiņa --- хоризонтална мобилност на работниците --- přidělení k výkonu služby --- mobilidade do pessoal --- worker exchange --- scambio di lavoratori --- henkilöstön liikkuvuus --- intercambio de trabajadores --- ανταλλαγή εργαζομένων --- κινητικότητα προσωπικού --- výměna pracovníků --- darbuotojų judumas --- mobilité de la main-d'oeuvre --- mobiliteit van personeel --- mobilita pracovnej sily --- arbejdskraftmobilitet --- Mobilität der Arbeitnehmer --- schimb de personal --- utbyte av arbetstagare --- shkëmbim i punonjësve --- udveksling af arbejdstagere --- personalemobilitet --- darbaspēka kustīgums --- detacheren --- erhvervsmæssig bevægelighed --- detașarea personalului --- darbo jėgos mobilumas --- inimtööjõu liikuvus --- détachement --- Mobilität des Personals --- töötajate vahetus --- staff mobility --- подвижност на работната сила --- manpower mobility --- Austausch von Arbeitskräften --- mobilidade da mão-de-obra --- mobilita pracovníkov --- mobilità del personale --- lëvizshmëri e personelit --- lëvizshmëri e fuqisë punëtore --- mobilita pracovníků --- munkavállalók mobilitása --- mobilité du personnel --- darbinieku mobilitāte --- échange de travailleurs --- anailís ar fhaisnéis --- analiza informacija --- analiza informacji --- informační analýza --- informationsanalyse --- analiza informației --- анализа на информации --- analizë e informacionit --- informačná analýza --- informacijos analizė --- analisi delle informazioni --- análise da informação --- analiżi tal-informazzjoni --- анализ на информация --- analyse de l'information --- analiza informacij --- informācijas analīze --- infoanalüüs --- análisis de la información --- informationsanalys --- tiedon sisällön analyysi --- információelemzés --- informatieanalyse --- Informationsanalyse --- анализа информација --- ανάλυση πληροφοριών --- dokumentinė analizė --- documentary analysis --- ανάλυση δεδομένων --- análise de dados --- análise documental --- gegevensanalyse --- dokumentanalyse --- dokumentační analýza --- dokumentumelemzés --- Datenanalyse --- analyse des données --- duomenų analizė --- dokumentanalys --- dokumendianalüüs --- dataanalys --- analisi documentaria --- analiza datelor --- analiza podataka --- tiedon analysointi --- asiakirjojen analysointi --- analizë dokumentuese --- ανάλυση τεκμηρίωσης --- Dokumentenanalyse --- datu analīze --- análisis de documentos --- analizim të dhënash --- dataanalyse --- data analysis --- dokumentālā analīze --- análisis de datos --- analisi dei dati --- analiză documentară --- analyse documentaire --- análisis documental --- raščlamba obavijesti --- adatelemzés --- dokumentačná analýza --- analýza údajov --- andmeanalüüs --- documentaire analyse --- ekonomický model --- Wirtschaftsmodell --- model ekonomiczny --- ekonominis modelis --- model ekonomik --- taloudellinen malli --- økonomisk model --- ekonomikas modelis --- modelo económico --- model economic --- икономически модел --- mudell ekonomiku --- majandusmudel --- gazdasági modell --- ekonomski model --- samhail eacnamaíoch --- modèle économique --- економски модел --- οικονομικό υπόδειγμα --- modello economico --- economisch model --- ekonomisk modell --- ekonometriskais modelis --- modèle économétrique --- økonometrisk model --- econometric model --- οικονομικό μοντέλο --- econometrisch model --- model econometric --- ekonometrinen malli --- modello econometrico --- model ekonometrik --- οικονομετρικό υπόδειγμα --- ökonomisches Modell --- ekonometrisk modell --- ökonomeetriline mudel --- gospodarski model --- ekonometrinis modelis --- економетриски модел --- οικονομετρικό μοντέλο --- ekonometrický model --- ökonometriai modell --- ökonometrisches Modell --- modelo econométrico --- ekonometrie --- економетрија --- econometría --- ökonomeetria --- econometrie --- økonometri --- οικονομετρία --- економетрия --- econometria --- économétrie --- eacnaiméadracht --- ekonometri --- ekonometria --- ökonometria --- ekonometrija --- Ökonometrie --- економетричар --- Time-series analysis --- 330.115 --- 519.2 --- 65 --- 303.5 --- 305.971 --- AA / International- internationaal --- Econometric models --- Kwantitatieve methoden (economie) --- Wiskundige statistiek --- Bedrijfseconomie --- Theorie van correlatie en regressie. (OLS, adjusted LS, weighted LS, restricted LS, GLS, SLS, LIML, FIML, maximum likelihood). Parametric and non-parametric methods and theory (wiskundige statistiek) --- Speciale gevallen in econometrische modelbouw