1% generated by tables/make_tables.py from /Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/informatique/wp44/results/econometrics/its_results.json2\begin{longtable}{lrrrrrrrr}3\caption{ITS level change at December 2022 by category: full-sample and donut estimates, HAC and placebo $p$-values, and the BOCPD change probability over December 2022 to March 2023.}\label{tab:p9-its-levels}\\4\toprule5\textbf{Category} & \textbf{Level change} & \textbf{SE} & \textbf{HAC p} & \textbf{Placebo p (all)} & \textbf{Placebo p (base)} & \textbf{Donut level} & \textbf{Donut p} & \textbf{BOCPD P} \\6\midrule7\endfirsthead8\toprule9\textbf{Category} & \textbf{Level change} & \textbf{SE} & \textbf{HAC p} & \textbf{Placebo p (all)} & \textbf{Placebo p (base)} & \textbf{Donut level} & \textbf{Donut p} & \textbf{BOCPD P} \\10\midrule11\endhead12AI Agents and Autonomous Systems & -0.210 & 0.095 & 0.028 & 0.631 & 0.882 & -0.105 & 0.282 & 0.123 \\13AI Safety and Alignment & -0.206 & 0.067 & 0.002 & 0.446 & 0.676 & +0.022 & 0.752 & 0.017 \\14Accelerators and AI Hardware & -0.113 & 0.051 & 0.027 & 0.477 & 0.618 & -0.017 & 0.749 & 0.025 \\15Algorithms and Data Structures & -0.045 & 0.022 & 0.039 & 0.508 & 0.676 & -0.003 & 0.906 & 0.036 \\16Applied Cryptography & +0.002 & 0.021 & 0.922 & 1.000 & 1.000 & +0.066 & 0.001 & 0.116 \\17Autonomous Scientific Discovery & -0.155 & 0.075 & 0.038 & 0.538 & 0.824 & +0.003 & 0.972 & 0.019 \\18Blockchain Systems & -0.008 & 0.044 & 0.858 & 0.938 & 1.000 & +0.068 & 0.163 & 0.023 \\19Cloud Computing & +0.003 & 0.037 & 0.936 & 0.985 & 1.000 & +0.039 & 0.255 & 0.405 \\20Compilers & -0.028 & 0.039 & 0.471 & 0.892 & 0.971 & +0.027 & 0.516 & 0.079 \\21Computational Biology & -0.116 & 0.032 & 0.000 & 0.292 & 0.500 & -0.045 & 0.157 & 0.018 \\22Computational Complexity & -0.068 & 0.019 & 0.000 & 0.354 & 0.353 & -0.005 & 0.827 & 0.061 \\23Computer Architecture & -0.009 & 0.031 & 0.771 & 0.954 & 1.000 & +0.030 & 0.335 & 0.065 \\24Computer Graphics & +0.043 & 0.025 & 0.090 & 0.846 & 0.794 & +0.136 & 0.000 & 0.084 \\25Computer Networks & +0.043 & 0.019 & 0.021 & 0.538 & 0.324 & +0.067 & 0.007 & 0.179 \\26Computer Vision & +0.024 & 0.023 & 0.305 & 0.831 & 0.706 & +0.109 & 0.000 & 0.019 \\27Cybersecurity & -0.021 & 0.025 & 0.408 & 0.923 & 0.971 & +0.051 & 0.049 & 0.087 \\28Database Systems & -0.013 & 0.025 & 0.615 & 0.954 & 1.000 & +0.046 & 0.047 & 0.150 \\29Deep Learning Architectures & -0.071 & 0.046 & 0.126 & 0.400 & 0.735 & +0.027 & 0.551 & 0.017 \\30Distributed Computing & -0.034 & 0.032 & 0.282 & 0.877 & 0.971 & +0.027 & 0.411 & 0.144 \\31Edge Computing & -0.044 & 0.030 & 0.139 & 0.600 & 0.794 & +0.019 & 0.519 & 0.033 \\32Federated Learning & -0.126 & 0.047 & 0.007 & 0.246 & 0.294 & +0.103 & 0.032 & 0.017 \\33Formal Verification & -0.109 & 0.050 & 0.029 & 0.415 & 0.618 & -0.085 & 0.123 & 0.048 \\34Foundation Models & -0.075 & 0.078 & 0.340 & 0.692 & 0.941 & +0.147 & 0.049 & 0.018 \\35Generative AI & +0.036 & 0.062 & 0.556 & 0.969 & 0.941 & +0.260 & 0.000 & 0.020 \\36Human-Computer Interaction & +0.049 & 0.022 & 0.027 & 0.877 & 0.765 & +0.151 & 0.000 & 0.043 \\37Information Retrieval & -0.094 & 0.040 & 0.019 & 0.585 & 0.765 & -0.003 & 0.949 & 0.104 \\38Large Language Models & +0.106 & 0.060 & 0.075 & 0.938 & 0.882 & +0.347 & 0.000 & 0.093 \\39Machine Learning Theory & -0.080 & 0.047 & 0.090 & 0.662 & 1.000 & +0.005 & 0.926 & 0.020 \\40Multimodal AI & +0.025 & 0.048 & 0.600 & 0.969 & 0.941 & +0.284 & 0.000 & 0.023 \\41Natural Language Processing & +0.016 & 0.041 & 0.694 & 0.969 & 0.941 & +0.150 & 0.001 & 0.045 \\42Operating Systems & -0.033 & 0.041 & 0.417 & 0.846 & 0.971 & -0.020 & 0.549 & 0.292 \\43Privacy-Preserving Computation & -0.001 & 0.028 & 0.965 & 0.985 & 0.971 & +0.142 & 0.000 & 0.020 \\44Programming Languages & -0.040 & 0.045 & 0.381 & 0.662 & 0.941 & -0.007 & 0.895 & 0.241 \\45Quantum Computing & -0.087 & 0.042 & 0.039 & 0.738 & 0.941 & +0.028 & 0.571 & 0.018 \\46Reinforcement Learning & -0.164 & 0.066 & 0.013 & 0.615 & 0.824 & -0.062 & 0.340 & 0.019 \\47Robotics & +0.012 & 0.027 & 0.660 & 0.908 & 0.912 & +0.085 & 0.006 & 0.020 \\48Scientific Computing & -0.047 & 0.024 & 0.054 & 0.523 & 0.676 & -0.003 & 0.890 & 0.025 \\49Software Engineering & +0.048 & 0.031 & 0.124 & 0.862 & 0.765 & +0.156 & 0.000 & 0.131 \\50Speech and Audio Computing & +0.036 & 0.039 & 0.354 & 0.815 & 0.824 & +0.109 & 0.024 & 0.032 \\51Sustainable Computing & +0.049 & 0.025 & 0.048 & 0.754 & 0.647 & +0.121 & 0.000 & 0.193 \\52\bottomrule53\multicolumn{9}{p{0.95\linewidth}}{\footnotesize Donut: the event month and three months on each side removed. BOCPD P: maximum posterior probability that a changepoint occurred within the last four months, taken over December 2022 to March 2023.}\\54\end{longtable}55