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Assimilative causal inference. [PDF]

open access: yesNat Commun
Causal inference is fundamental across scientific disciplines, yet existing methods struggle to capture instantaneous, time-evolving causal relationships in complex, high-dimensional systems. In this paper, assimilative causal inference (ACI) is developed, which is a methodological framework that leverages Bayesian data assimilation to trace causes ...
Andreou M, Chen N, Bollt E.
europepmc   +5 more sources

To Assimilate or Not to Assimilate? A Cross-country Study on Assimilating Entrepreneurial Tendencies

open access: yesSSRN Electronic Journal, 2022
We study whether immigrants are more entrepreneurial than natives. More importantly, we analyze the motivations behind self-employment and how these motivations explain differences in entrepreneurial tendencies between natives, first-generation immigrants, and second-generation immigrants. We find immigrants to be generally more entrepreneurial,
Shaomeng Jia, Joshua Bedi
openaire   +2 more sources

Summertime sea-ice prediction in the Weddell Sea improved by sea-ice thickness initialization

open access: yesScientific Reports, 2021
Skillful sea-ice prediction in the Antarctic Ocean remains a big challenge due to paucity of sea-ice observations and insufficient representation of sea-ice processes in climate models.
Yushi Morioka   +4 more
doaj   +1 more source

ANALISIS KEMAMPUAN KLASIFIKASI MAHASISWA PENDIDIKAN BIOLOGI PADA PEMBELAJARAN BIOSISTEMATIK HEWAN

open access: yesAssimilation, 2021
This study aims to analyze the classification ability in animal biosystematics learning as the basis for making numerical taxonomies in biology education students. The method in this research consists of qualitative and quantitative analysis. Descriptive
Hernawati   +7 more
doaj   +1 more source

PENERAPAN PETA KONSEP SEBAGAI STRATEGI ASESMEN FORMATIF DALAM UPAYA MENINGKATKAN HASIL BELAJAR SISWA PADA PEMBELAJARAN SISTEM KOORDINASI

open access: yesAssimilation, 2021
This study aimed to examine the application of concept maps as a formative assessment strategy in an effort to improve student learning outcomes in learning coordination systems.
Ninda Eka Ratnasabilla   +2 more
doaj   +1 more source

DIYL (DO IT YOURSELF LABORATORIES): INOVASI KIT PERUBAHAN IKLIM UNTUK MEMBENTUK PERILAKU BROWNIS (BRING YOUR OWN AND EAT WISELY) PADA SISWA SEKOLAH MENENGAH PERTAMA

open access: yesAssimilation, 2021
The purposes of this article were to offer the idea of use a climate change kit to learning to form good habits that slowly encourage the formation of environmentally friendly behaviors to reduce the increasingly high rate of global warming.
Shafira Rizka Amani   +2 more
doaj   +1 more source

PROFIL DIGITAL AGE LITERACY PESERTA DIDIK SMA DAN IMPLEMENTASINYA DALAM PEMBELAJARAN BIOLOGI

open access: yesAssimilation, 2022
This study aims to describe high school students' digital-age literacy skills. This study is a descriptive study with a quantitative approach. The sample of this study was 322 eleventh-graders of science at SMA Negeri in Pontianak City, which were ...
Anik Roslina Rosyadi   +2 more
doaj   +1 more source

Model Pembelajaran Biologi untuk Meningkatkan Keterampilan Berpikir Kritis Siswa Kelas X SMA: Sebuah Meta-Analisis

open access: yesAssimilation, 2022
Critical thinking skill is one of the higher-order thinking skills which has to be mastered by students. However, many studies showed that students' critical thinking skills are still relatively low.
Ma’lumatul Fuadiyah   +2 more
doaj   +1 more source

Penerapan Laboratorium Virtual sebagai Upaya Peningkatan Hasil Belajar Peserta Didik Kelas X pada Topik Perubahan Lingkungan

open access: yesAssimilation, 2022
The purpose of this research was to identify the effect of a virtual laboratory application on the student results in the environmental changes topic at SMAN 16 Bandung.
Raudlah Melinda Sidik   +2 more
doaj   +1 more source

DEVELOPMENT OF HIGHER ORDER THINKING SKILL QUESTIONS USING STAHL AND MURPHY'S TAXONOMY ON EXCRETION SYSTEM TOPIC

open access: yesAssimilation, 2023
This study aims to determine the development of higher-order thinking skills questions using Stahl's and Murphy's Taxonomy on excretory system material for 8th grade of junior high school.
Cahya Gita Camila   +4 more
doaj   +1 more source

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