By constructing a multiple regression model, the report identifies three key independent variables influencing consumer behavior, explaining 78% of variance.

报告通过构建多元回归模型，识别出影响消费者行为的三个关键自变量，解释了78%的方差变异。

同一单元的其他句子

• According to seasonally adjusted time series analysis, the actual growth trend of this indicator is stronger than initially estimated, indicating sustained improvement in economic fundamentals.根据经过季节性调整的时间序列分析，该指标的实际增长趋势比初步估计更为强劲，表明经济基本面持续改善。
• The report employs a mixed-methods approach, combining quantitative data analysis with qualitative case studies to conduct a multi-dimensional assessment of industry ecosystem evolution.报告采用混合研究方法，结合定量数据分析和定性案例研究，对行业生态系统的演变进行了多维度评估。
• Confidence interval analysis of the statistical model shows the prediction's margin of error is within plus or minus 2.5 percentage points, indicating high reliability.统计模型的置信区间分析显示，该预测结果的误差范围在正负2.5个百分点以内，具有较高可靠性。
• The data reveals a counterintuitive phenomenon: despite positive overall economic indicators, the real purchasing power of lower-income groups has declined.数据揭示了一个反直觉的现象：尽管整体经济指标向好，但底层收入群体的实际购买力出现了下降。
• Based on longitudinal tracking study data analysis, the policy's implementation effects show significant regional heterogeneity; we recommend location-specific optimization.根据纵向追踪研究的数据分析，该政策的实施效果存在显著的区域异质性，建议因地制宜进行优化调整。