Articles by John R.
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Exciting News: "Passion Struck" Book Launches Tomorrow!
Exciting News: "Passion Struck" Book Launches Tomorrow!
By John R. Miles
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Crafting Your Ideal Self: A Guide to Intentional Living
Crafting Your Ideal Self: A Guide to Intentional Living
By John R. Miles
Contributions
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How do you assess the reliability of different forecasting models?
I rely heavily on statistical validation to ensure forecasting models are reliable. Here’s how: 1. Cross-Validation: Splitting the dataset into training and test sets multiple times to check model performance, ensuring it can generalize well. 2. Backtesting: Comparing predicted outcomes with actual results over different historical periods to assess real-world performance. 3. Residual Analysis: Examining prediction errors to identify patterns or biases. 4. Performance Metrics: Using RMSE, MAE, and R-squared to quantify accuracy and reliability. 5. Stress Testing: Running models under extreme scenarios to evaluate robustness and stability.
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Here's how you can gain support from senior stakeholders for your initiatives.
Gaining support from senior stakeholders for your initiatives requires a strategic approach. Here's what has worked for me: 1. Understand Their Priorities: Align your initiative with their goals and demonstrate how it supports their objectives. 2. Build Relationships: Invest time in building strong, trust-based relationships with stakeholders. 3. Communicate Clearly: Present your ideas concisely, focusing on the benefits and addressing potential concerns. 4. Show Value: Provide data and case studies to show your initiative's potential impact and ROI. 5. Seek Early Feedback: Involve them early to get their input and buy-in. By following these steps, I've successfully gained support from senior stakeholders for my initiatives.
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Here's how you can minimize distractions and interruptions as an executive.
As an executive, minimizing distractions and interruptions is key to maintaining productivity. One crucial strategy I've implemented is setting clear boundaries. I’ve optimized my workspace to be distraction-free, scheduled specific times for deep work, and effectively delegated tasks to my team. I use technology wisely, setting specific times for checking emails and messages, and I communicate my availability clearly to ensure my 'do not disturb' periods are respected. Practicing mindfulness through meditation has also helped me stay calm and focused. These steps have significantly enhanced my focus and decision-making.
Activity
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THIS is the best way to guarantee a YES 👇🏼👇🏼 Psychology says that people say YES to the people they LIKE! We like those who: 👉🏼 are…
THIS is the best way to guarantee a YES 👇🏼👇🏼 Psychology says that people say YES to the people they LIKE! We like those who: 👉🏼 are…
Liked by John R. Miles
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Want to Make Better Decisions? Avoid the Overconfidence Trap! 👇🏼👇🏼 Psychology shows that overconfidence can be a silent killer of success. It’s…
Want to Make Better Decisions? Avoid the Overconfidence Trap! 👇🏼👇🏼 Psychology shows that overconfidence can be a silent killer of success. It’s…
Shared by John R. Miles
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Wanna learn more about Organizational Theory? Amazing scholars Michael Lounsbury and Joel Gehman wrote the book - Org Theory. They unpack different…
Wanna learn more about Organizational Theory? Amazing scholars Michael Lounsbury and Joel Gehman wrote the book - Org Theory. They unpack different…
Liked by John R. Miles
More activity by John R.
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I did this twenty years ago (06 AUG, 2004), and I was conflicted by the event for years. On the one hand, I wasn't really being a "quiet…
I did this twenty years ago (06 AUG, 2004), and I was conflicted by the event for years. On the one hand, I wasn't really being a "quiet…
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https://lnkd.in/esx57q_7 160 years ago today, Rear Admiral David Glasgow Farragut led the Union Navy into the Battle of Mobile Bay to defeat the…
https://lnkd.in/esx57q_7 160 years ago today, Rear Admiral David Glasgow Farragut led the Union Navy into the Battle of Mobile Bay to defeat the…
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I have 35,000 followers on LinkedIn. Humble brag, but not the point. This is👇🏼 This will be my third year participating in the Swim For SOF…
I have 35,000 followers on LinkedIn. Humble brag, but not the point. This is👇🏼 This will be my third year participating in the Swim For SOF…
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