Constraining the reionization history with CMB and spectroscopic observations
Wei-Ming Dai, Yin-Zhe Ma, Zong-Kuan Guo, Rong-Gen Cai

TL;DR
This paper combines CMB and hydrogen fraction data to analyze the Universe's reionization history, finding it likely began before redshift 10, and highlights limitations of the common tanh parametrization.
Contribution
It applies principal component analysis to reionization history, providing more accurate reconstructions than the traditional tanh parametrization.
Findings
Reconstructed hydrogen fraction at z=9.75 is approximately 0.69.
Reionization likely started before redshift 10 with 95% confidence.
Principal component analysis aligns well with hydrogen fraction data.
Abstract
We investigate the constraints on the reionization history of the Universe from a joint analysis of the cosmic microwave background and neutral hydrogen fraction data. The parametrization and principal component analysis methods are applied to the reionization history respectively. The commonly used parametrization is oversimplistic when the neutral hydrogen fraction data are taken into account. Using the principal component analysis method, the reconstructed reionization history is consistent with the neutral hydrogen fraction data. With the principal component analysis method, we reconstruct the neutral hydrogen fraction at as for range reconstruction, and for range reconstruction. These results suggest that the Universe began to reionize at redshift no later than…
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