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行政程序法

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115年 - 115 公共工程品管人員(土建班)題庫 751-800（2026/08/03 更新）#143085(50題)

115年 - 115 公共工程品管人員(土建班)題庫 701-750（2026/08/03 更新）#143084(50題)

115年 - 115 公共工程品管人員(土建班)題庫 651-700（2026/08/03 更新）#143083(50題)

115年 - 115 公共工程品管人員(土建班)題庫 601-650（2026/08/03 更新）#143082(50題)

115年 - 115 公共工程品管人員(土建班)題庫 551-600（2026/08/03 更新）#143081(50題)

115年 - 115 公共工程品管人員(土建班)題庫 451-500（2026/08/03 更新）#143080(50題)

115年 - 115 公共工程品管人員(土建班)題庫 501-550（2026/08/03 更新）#143079(50題)

115年 - 115 公共工程品管人員(土建班)題庫 401-450（2026/08/03 更新）#143078(50題)

115年 - 115 公共工程品管人員(土建班)題庫 351-400（2026/08/03 更新）#143077(50題)

115年 - 115 公共工程品管人員(土建班)題庫 301-350（2026/08/03 更新）#143076(50題)

40. Which of the following statement about coefficient of determination $R^2$ is incorrect? (A) As the number of explanatory variables increases, \( R^2 \) may increase. (B) It provides the percentage of explained variance in the response variable using the regression model. (C) Its value must fall in 0 and 1. (D) The correlation of coefficient must equal to \( R^2 \). (E) When \( R^2 = 1 \), the response variable has an exact linear relationship with the explanatory variable in the simple regression model.

39. Which of the following statement is when the one-way ANOVA provides relatively more evidence that $H_0: \mu_1 = \mu_2 = \cdots = \mu_g$ is rejected? (A) The smaller the between-groups variation. (B) The smaller the within-groups variation. (C) The larger the between-groups variation. (D) The larger the within-group variation. (E) None of the above.

38. Suppose that a 99% confidence interval for the difference $p_1 - p_2$ between the proportions of men and women in Taiwan who are alcoholics equals (0.02, 0.09). (A) We are \( 99\% \) confident that the proportion of alcoholics is between 0.02 and 0.09. (B) We are \( 99\% \) confident that the proportion of men in Taiwan who are alcoholics is between 0.02 and 0.09 larger than the proportion of women in Taiwan who are. (C) We can conclude that the population proportions may be equal. (D) We are \( 99\% \) confident that a minority of Taiwan residents are alcoholics. (E) Since the confidence interval does not contain 0, it is impossible that \( p_1 = p_2 \)

4. Since Taiwan's economy is highly export-oriented, it is important for Taiwan to open to international trade and be a part of the global economy. For example, in different occasions, President Tsai Ing-Wen has reiterated Taiwan's commitment to join the Comprehensive and Progressive Agreement for Trans-Pacific Partnership (CPTPP) and make a greater contribution to the regional economy. What are the economic and political arguments for and against regional economic integration? (25%)

3. Nowadays, for many managers, AI is posing as a threat to their jobs. For instance, Future Workplace reported at the end of 2019 that almost two-thirds of workers would trust orders from a robot over their managers. The Economists reported in 2018 that AI might eliminate jobs altogether. Explain the roles and importance of managers in a traditionally structured organisation, and comment on how AI might impact on them. (25%)

2. List and briefly describe five types of selection tests. Based on the five types of selection tests, design a valid and reliable selection test for the flight attendants of a Taiwanese budget airlines company. (25%)

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行政處分補正與職權撤銷

課程：初等/五等/佐級◆法學大意｜70章依考點系統整理，單元重點搭配對應試題
章節：第 25 章 行政處分的成立、附款與存續

描述：學習重點 區分違法處分的「撤銷」、合法處分的「廢止」與處分「無效」。撤銷後原則上溯及既往失效，但不是...

行政處分撤銷與廢止

課程：初等/五等/佐級◆法學大意｜70章依考點系統整理，單元重點搭配對應試題
章節：第 25 章 行政處分的成立、附款與存續

描述：學習重點 先判斷處分作成時是否合法：違法處分用「撤銷」，合法處分則依法定事由「廢止」。 區分無效與得...

授益處分撤銷的信賴保護

課程：初等/五等/佐級◆法學大意｜70章依考點系統整理，單元重點搭配對應試題
章節：第 25 章 行政處分的成立、附款與存續

描述：學習重點 違法授益處分的撤銷，是依法行政原則與信賴保護原則的調和；處分違法，不代表機關可以任意撤銷。...

48. A bullet of mass m is fired horizontally with a speed v into a stationary wooden block of mass M and becomes embedded in it. If the block is suspended by a string of length L (forming a simple pendulum system), what fraction of the initial kinetic energy is lost as mechanical energy during the moment of impact? (A) m / (m + M) (B) M / (m + M) (C) m / M (D) (M - m) / (M + m)

49. Consider a soap bubble and a liquid drop of the same radius. If both have the same surface tension γ, radius R, and external pressure P0, what is the relationship between the internal pressure of the soap bubble (Pbubble) and the internal pressure of the liquid drop (Pdrop)? (A) Pbubble ＞ Pdrop (B) Pbubble ＜ Pdrop (C) Pbubble = Pdrop (D) Cannot be compared

2 依據民國 112 年之護理人員法各項條文中，對於護理人員執業之規定，下列何者錯誤？ (A)必須加入執業所在地之護理師護士公會 (B)護理人員執業，應每 6 年辦理護理師證書更新 (C)向執業所在地之縣（市）衛生主管機關辦理執業登記 (D)醫療輔助行為應在醫師指示下行之

38. 某企業建置長時間對話的客服機器人，發現當對話回合數持續增加、上下文變得很長時，即使對話內容仍未超過模型可支援的上下文長度上限，模型仍常「忘記」或答錯先前提及的內容，回覆準確度明顯下降。下列關於此現象的敘述，何者最正確？ (A)上下文越長，模型擷取與利用關鍵資訊的能力可能下降，因此容易忽略先前的核心內容； (B)上下文越長，模型會自動建立索引並優先檢索較早的對話內容，因而無法引用先前資訊； (C)上下文越長，模型在推論時會逐漸改變其原有的模型參數設定，因而導致記憶混亂； (D)只要對話內容未超過模型可支援的上下文長度，就不會出現遺漏先前資訊的情形

39. 某手機應用程式提供「舊照片修復」功能，使用者上傳模糊照片後即可產生清晰版本。其模型訓練流程為：先將清晰影像逐步加入隨機雜訊，直到完全變成雜訊影像，再訓練模型學習如何逐步去除雜訊，以還原出清晰影像。請問此功能最主要採用下列哪一種生成式 AI 模型架構？ (A)生成對抗網路(GAN)； (B)卷積神經網路(CNN)； (C)變分自編碼器(VAE)； (D)擴散模型(Diffusion Model)

四、114 年 9 月，內政部提出「租賃住宅市場發展及管理條例」部分條文修正草案，認為租屋族常面臨短期租約與租金調漲壓力，影響基本居住人權。因此規範租客享有 3 年租期保障，除非房東有自用需求或遇有欠租、毀損等法定情形，否則不得拒絕續租。請就此一規定是否侵害房東之契約自由及是否具有目的正當性，試抨己見。(25 分)