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**A**: The oracle, visualized in red, is estimated from long term experimental data, i.e. joint observations of the randomized action D𝐷Ditalic_D and long term reward Y𝑌Yitalic_Y in Project STAR**B**: Our goal is to recover similar estimates without access to long term experimental data. Figure 4 shows that the oracl...
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**A**: More specifically, if there are more A−limit-from𝐴A-italic_A -group workers than B−limit-from𝐵B-italic_B -group workers, the firm that hires these workers must receive smaller average profit from each worker than the other firm receives from the average B−limit-from𝐵B-italic_B -group worker, so A−limit-from𝐴...
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**A**: Technology teams developing ML and AI technologies rely on outside entities to adapt, tweak, transfer, and integrate the general-purpose model**B**: Notably, the process of adapting a technology involves multiple parties**C**: This dynamic suggests a latent strategic interaction between producers of a foundatio...
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**A**: Motivated by this case and several others that contradicted the ruling in Anil Kumar Gupta vs**B**: (1995), we proposed the 2SMG choice rule in Sönmez and Yenmez (2019) as a minimalist reform of the SCI-AKG choice rule.117117117As documented in Sönmez and Yenmez (2019, 2022),**C**: State of U.P
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**A**: Over the above trend, Integrated Sensing and Communications (ISAC) is focused on unifying the sensing operations and the communications ones and to pursue direct trade-offs between them as well as mutual performance gains (Tong and Zhu, 2021, Chap**B**: 21)**C**: ISAC will offer advantages in several case studi...
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**A**: Second, cryptocurrencies can be stored in infinite quantities and for indefinite periods. Therefore, cryptocurrency mining firms may not be subjected to the same market forces as in other industries.**B**: However, contrary to other industries, cryptocurrency mining firms are different in two ways. First, the ex...
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Selection 4
**A**: One limitation of this approach is its reliance on reliable response time data, which may be challenging in crowdsourcing settings where participants’ focus can vary [45]**B**: Future work could integrate eye-tracking data into the DDM framework [39, 26, 57, 38, 76] to monitor attention and filter unreliable res...
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Selection 2
**A**: We thus replicate the finding by Bartling \BOthers. (\APACyear2023) that a vast majority of CAs provide information to Chooser 4—even in the treatment.**B**: Model 1 in Table 7 and the preregistered analysis in Section D.4.2 in the Appendix demonstrate that not only do CAs not exploit strategic information provi...
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Selection 2
**A**: Therefore, the scheme coordinator would find it tempting to offer less capable parties a good-performing model as long as it does not cause the more capable parties to cheat. For another, the administrable model rewards are constrained by the accuracy level of the model trained using all parties’ data or computa...
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**A**: Let i⁢(j)i𝑗\textbf{i}(j)i ( italic_j ) denote the unit to which subunit j𝑗jitalic_j belongs**B**: on Wi=(Qi,W~i)′subscript𝑊𝑖superscriptsubscript𝑄𝑖subscript~𝑊𝑖′W_{i}=\left(Q_{i},\tilde{W}_{i}\right)^{\prime}italic_W start_POSTSUBSCRIPT italic_i end_POSTSUBSCRIPT = ( italic_Q start_POSTSUBSCRIPT italic_i e...
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**A**: In the United States, speech that is obscene according to “contemporary community standards” may be criminalized notwithstanding constitutional protection of free speech.333Miller v. California, 413 U.S. 15 (1973)**B**: See also Miller (2013). These standards are used in cases where absolute standards of behavio...
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**A**: The estimate is neither significantly different from zero nor from -0.06. Likewise, if we define the nonlabor income elasticity as (dY/dR)(R/Y), and use the fact that Y/R is approximately 5.96 , the confidence interval for the nonlabor income effect would be (-0.371,0.459). This finding, that the income effect i...
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Selection 2
**A**: If so, the soft intervention could be viewed as a substitute.**B**: We can test whether the proportion is identical**C**: Moreover, we can group together those CAs who intervene in any sense (hard or soft) if either provided or not provided the opportunity to intervene softly
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**A**: At a technical level, to perform this analysis we develop a new spectral description of the pass-through of an intervention**B**: These effects correspond to the projection of the intervention onto each eigenvector of the Slutsky matrix 𝑫𝑫\bm{D}bold_italic_D. By characterizing the pass-throughs of subsidies to...
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**A**: OLS estimates of any revascularization effects decline steadily over time, becoming negative by year five. We show below that the increasing divergence between OLS and 2SLS estimates in this figure is a consequence of increasing selection bias in an as-treated analysis.**B**: 2SLS (IV) estimates of any-revascul...
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Selection 4
**A**: In what follows, we extend the notion of admissible strategies to accommodate feedback maps.**B**: An alternative concept is that of (closed-loop) Markovian equilibrium (Dockner, , 2000, Ch. 4, Sec. 1)**C**: It is well-known that open-loop Nash equilibrium can be restrictive, as it relies on commitment and it d...
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**A**: Gross Domestic Product (GDPC1) relative to the preceding period.151515The series for the quarterly U.S**B**: GDP can be downloaded from: https://fred.stlouisfed.org/series/GDPC1.**C**: The target variable of the empirical analysis is the percentage change (calculated as log-difference) in the U.S
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**A**: Table 2 shows the places allocated for the six continents from 1998**B**: The expansion in 2026 has favoured mainly the Asian and African zones in absolute terms, while Europe and South America have benefited the least in relative terms.**C**: The distribution was fixed from 2006 until 2022, an additional spot ...
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Selection 2
**A**: There have been several blog posts advising average-score applicants to earn these extra points by choosing to be on the waitlist if they wish to be admitted to more selective centers. For example, Kanako Mishima, a working mother of two children, shares her experience in her blog post:222Source: FP Mishima, htt...
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**A**: However, as discussed before, the actual stable points of the dynamics may not be reached in reality for various reasons**B**: While the structure of stable limit distributions changes over time due to external influences that are not included in our model, the system evolves only slowly in a complex landscape w...
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**A**: This paper presented an interpretable inflation forecasting with a Hidden Markov Model (HMM) and a Long Short-Term Memory (LSTM) fusion model with integrated gradients**B**: The fusion model provided valuable insights into the predictive capabilities to capture complex relationships within various economic vari...
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**A**: Number of observations used for the calculation of the cross-sectional averages are shown alongside the lines in Panel (b) and Panel (c). **B**: 3: Period averages of capital shares and Top 5% income share (a), cross-sectional average of capital shares (b) and Top 5% income share (c) by groups**C**: Fig
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**A**: Specifically, the data provide detailed UPC level information, including weekly price, quantity, product characteristics, and marketing mix variables, for each store in the sample. **B**: This analysis focuses on the yogurt category, using data from 95 stores located in New York market (defined by the IRI datase...
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**A**: In such cases, the role of government intervention becomes relevant in incentivizing and regulating enterprises’ low-carbon transformation efforts.**B**: As a result, some companies may hesitate to fully commit to low-carbon transformation, fearing the resulting financial burden and potential disruptions to the...
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**A**: The true DAG column shows the assumed ground truth, and the Variables in red are the observed variables in the MVGC. The green statements are the wrongly inferred dependency (false positives color coded as green)**B**: Table 1 summarizes our illustrations via logical examples for the three building blocks in CBN...
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Selection 2
**A**: sansserif_crs , over~ start_ARG italic_c end_ARG start_POSTSUBSCRIPT italic_i end_POSTSUBSCRIPT , over~ start_ARG italic_π end_ARG start_POSTSUBSCRIPT italic_i end_POSTSUBSCRIPT start_POSTSUPERSCRIPT roman_com end_POSTSUPERSCRIPT ) ≠ italic_i ∥ over~ start_ARG italic_v end_ARG start_POSTSUBSCRIPT italic_i end_PO...
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**A**: It’s important to note that there may be merit in including all voices in some capacity. The purpose of this part is not to criticize that, but to critically analyze her use of mathematical results to draw certain conclusions. Therefore, it is not reasonable—and borders on begging the question—to assume that dem...
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**A**: For brevity reasons, we refer to the two-zone configurations computed using K-Means and Spectral Clustering as DE2 (k-means) and DE2 (spectral), respectively**B**: Similarly, the configurations with three and four zones are denoted as DE3 (spectral) and DE4 (spectral). Appendix A contains approximations of these...
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**A**: First, we propose a simple regression-based method for estimating each CLATT**B**: Following Callaway and Sant’Anna (2021), we then propose a weighting scheme to construct the summary causal parameters from each CLATT. We also discuss the pre-trends tests for checking the plausibility of parallel trends assumpti...
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**A**: 2**B**: This approach would better capture the evolving nature of regulatory frameworks, societal behaviors, and technological advancements.**C**: Dynamic Parameterization: Introducing time-varying parameters or adaptive calibration methods based on empirical data could enhance the realism and predictive power ...
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**A**: Section 2 describes the data sources and variables used in our analysis**B**: Section 3 outlines the different steps of our nowcasting methodology and the models proposed. The results of the empirical analysis are presented in Section 4. Finally, Section 5 concludes. **C**: The remainder of the paper is organize...
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**A**: Also, we detect heterogeneous local effects induced by the selected explanatory variables on the regional market concentration. In particular, we find that variables associated with social, territorial and economic relevance of the agricultural sector seem to act differently throughout the spatial dimension, acr...
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**A**: Posted-pricing mechanisms are widely adopted in many real world applications due to their simplicity and transparency, in particular for online labor market and size-discovery mechanisms, including workup mechanisms and dark pools (Kang and Vondrák (2019)).**B**: We begin by investigating a broker who runs a po...
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**A**: Table 3 reports the efficiency, measured by the student’s average payoff, under each condition. Consistent with our hypothesis, the revealing policy results in significantly greater overall efficiency than the covering policy, irrespective of the ROL length**B**: However, the benefits of the revealing policy are...
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**A**: 2020Q2-Q4 dropped when computing RMSE to avoid contamination due to COVID-19 outliers.**B**: AVG denotes the equal-weighted average across all states**C**: Notes: RMSE statistics x 100 for nowcasts for quarter τ𝜏\tauitalic_τ made at the end of month 1, 2, or 3 of quarter τ𝜏\tauitalic_τ and estimates for quart...
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**A**: It is known from Arrow’s Impossibility Theorem that every voting method can exhibit at least one of a small subset of these failures**B**: We will demonstrate which failures are possible or will never occur when using the Borda count variations, which will be aided by grouping the failures into three distinct se...
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**A**: This study addresses this gap by establishing a bipartite network that assesses the SDG status across Indian states and union territories and ranks them based on their contributions and current status concerning the SDGs. Using NITI Aayog’s rankings as a benchmark, the study provides a basis for comparison and h...
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**A**: Preference towards environment include indicator variables reflecting the importance of preventing oil spills in coastal areas, spending to protect wildlife, and whether respondents consider themselves to be environmentalists or environmental activists. The attitudinal characteristics relate to respondents’ atti...
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**A**: Sections 4 and 5 provide theoretical justifications for our procedure**B**: Section 4 establishes that our test is asymptotically valid and—whenever the selection rule satisfies a condition we call improvement convergence—it is also consistent**C**: These results build on a bootstrap consistency lemma that we d...
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**A**: We apply the Blackwell optimality criterion to repeated games. This restricts equilibrium behavior by ruling out mixed (non-pure) strategies in general, except for particular profiles that depend on the monitoring structure**B**: Under imperfect public monitoring, they also help detection. Under private, conditi...
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**A**: Firstly, the Dutch auction is the most commonly used auction format for perishable goods in**B**: In this section, we provide further evidence for the advantages of the Istanbul Flower Auction by conducting numerical simulations for the model**C**: Although our analysis of auction characteristics confirms the a...
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**A**: This is the traditional domain of psychophysics**B**: Weber’s law has traditionally been applied to the perception of weight, loudness, and brightness, i.e., phenomena where stimulus compression occurs at the peripheral level [18, 19]**C**: More recently, the law was observed and validated on systems that are “c...
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Selection 2
**A**: In Table 3, we report summary statistics for the forecast errors (defined as the realised value minus the prediction) for the AR(1) and the two benchmark predictions**B**: The forecast errors are all negative on average, implying that in this period inflation in the Euro Area has been lower than predicted by the...
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**A**: Extending the approach to dynamic graphs, where nodes and edges evolve over time, could further improve the model’s applicability to real-world scenarios**B**: Additionally, benchmarking the performance of this GNN architecture against state-of-the-art models on more complex datasets would provide deeper insight...
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**A**: In Table 2, we present the coverage rates of 95% confidence intervals for two resampling methods under k=0.5𝑘0.5\smash{k=0.5}italic_k = 0.5**B**: Specifically, we report results for the bias-corrected and accelerated (BCa) bootstrap(Efron (1987); Efron and Narasimhan (2020)) and the leave-one-out jackknife**C**...
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Selection 3
**A**: Our tribal profiles are based on articles, stories, and accounts written mostly by WEIRD people, which represent the majority of available text data – common sources included Wikipedia, National Geographic, and Nature articles. To create more authentic tribal profiles moving forward, we could use original tribal...
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**A**: The relationship between theory and empirics is a central concern in economics**B**: Critics argue that the focus on empirical identification has led to a neglect of theoretical development (Keane, 2010; Heckman, 2001)**C**: Without a solid theoretical foundation, empirical findings may lack coherence. Sims (201...
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**A**: As asymmetry increases, bargaining solutions align increasingly well with simulated output, particularly equal relative gains (for both disagreement profits)**B**: However, this averaging masks an important tendency: The monopoly prediction rises steeper in asymmetry than our simulation results. That is, the mon...
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