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Flexible and modular latent transition analysis-A tutorial using R.

PLoS One

January 2025

National Institute of Public Health, University of Southern Denmark, Copenhagen K, Denmark.

Latent transition analysis (LTA) is a useful statistical modelling approach for describe transitions between latent classes over time. LTA may be characterized in terms of prevalence at each time point and through transition probabilities over time. Investigating predictors of these transitions is often of key interest.

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Global climate change has become one of the most large-scale, widespread, and far-reaching challenges facing mankind. Against this background, China has proposed a "dual-carbon" target in 2020, which greatly demonstrates China's determination and commitment to carbon emission reduction, and the burden of realizing the "dual-carbon" target is mainly borne by heavy polluters. The burden of achieving the "dual-carbon" goal is mainly borne by the heavily polluting firms.

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In the current cybersecurity landscape, Distributed Denial of Service (DDoS) attacks have become a prevalent form of cybercrime. These attacks are relatively easy to execute but can cause significant disruption and damage to targeted systems and networks. Generally, attackers perform it to make reprisal but sometimes this issue can be authentic also.

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Background: Evidence indicates that many nursing students exhibit signs of burnout and consider leaving nursing during nursing school. However, there is scant literature on the extent of this problem or mitigating factors.

Method: Undergraduate nursing students ( = 129) participated in a correlational study examining patterns of burnout and Psychological Capital (PsyCap), a four-pronged construct that captures hope, efficacy, resilience, and optimism.

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The activation mechanism of Li-rich cathode has been discussed for many years, yet there is still debate on different theories. Potassium doping can assist the investigation on activation mechanism through its unique function in terms of blocking TM migration during activation.   K-doping works by occupying Li sites even after Li has been extracted, increasing stability by blocking transition metals from migrating into these sites, which can help us distinguish the pathway of activation.

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