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Historical Analogues for [XHB] SPDR S&P Homebuilders ETF

Data updated 2024-Nov-07 (Thursday)
  Historical Analogues searches history for SPDR S&P Homebuilders ETF to find similar situations as compared to last market close on 2024-Nov-07 and presents subsequent performances for those cases. This adaptation of popular Machine Learning technique kNN provides historical context to recent performance

Provided As-is for informational/educational purposes only and should not be construed as investment advice . Past performance may not be not indicative of future results. Always consult your Investment Adviser before any decision

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Outlook
Historical Analogues for SPDR S&P Homebuilders ETF are calculated as of 2024-Nov-07 (about 1 month ago):
Next 5-day performance is estimated to be +1.9% using the more frequently occurring up subsequent performances of close matches. Outlook is bullish
Next 10-day performance is estimated to be +3.3% using the more frequently occurring up subsequent performances of close matches. Outlook is bullish
Next 20-day performance is estimated to be +3.9% using the more frequently occurring up subsequent performances of close matches. Outlook is bullish
Next 50-day performance is estimated to be +8.8% using the more frequently occurring up subsequent performances of close matches. Outlook is bullish
Next 100-day performance is estimated to be +3.8% using the mean of all subsequent performances (as frequency distribution is near even) of close matches. Outlook is mildly bullish
Next 200-day performance is estimated to be +24.7% using the more frequently occurring up subsequent performances of close matches. Outlook is bullish
Historical Analogues is a useful starting-point as it accounts for an important subset of metrics/factors to find closest matches. Outlook highlights key machine learning findings from the results

Summary 2024-Nov-07 Thursday
Next 5d Next 10d Next 20d Next 50d Next 100d Next 200d
Frequency
68% ↑
32% ↓
64% ↑
36% ↓
68% ↑
32% ↓
86% ↑
14% ↓
53% ↑
47% ↓
92% ↑
8% ↓
Mean
+0.7%
+1.7%
+1.1%
+6.0%
+3.8%
+20.9%
Median
+0.9%
+1.4%
+1.2%
+7.8%
+5.2%
+24.6%
Minimum
-3.6%
-3.7%
-9.7%
-13.4%
-31.0%
-24.6%
Maximum
+5.5%
+9.3%
+11.4%
+15.9%
+34.9%
+38.6%

Similarity is calculated using normalized euclidean distances and factors curated attributes like the days performance, volatility, prior performance over multiple periods and key technical indicators like RSI, MACD etc.
Historical Analogues is primarily a point-in-time view of the state of the Stock/Index/ETF with lookback anchors past performance rather than comparing the exact path taken to get there. Model does NOT consider historical matches on absolute values of Open/High/Low/Close values.  There is inherent subjectivity as there are many different ways to calculate similarity, select features for the model etc. Results are provided for informational purposes only.

 Closest historical matches for 2024-Nov-07 below. Click on date to view historical record or inspect stats side-by-side on historic date vs last close using the compare functionality
Date Match Score Actions Next 5d Next 10d Next 20d Next 50d Next 100d Next 200d
99.8
+0.1%
+1.4%
+0.4%
+6.6%
-30.0%
+14.7%
99.8
+3.9%
+2.2%
+5.0%
99.8
-1.8%
99.8
+2.7%
+4.2%
99.7
+1.5%
+0.5%
+0.2%
+7.8%
-17.2%
+14.9%
99.7
-1.1%
+3.4%
+2.0%
+12.7%
+34.9%
+31.6%
99.7
+1.8%
+4.9%
+6.2%
+15.9%
+29.5%
+31.6%
99.6
+1.2%
-0.9%
+3.8%
+7.8%
+31.3%
+33.6%
99.6
-3.6%
-3.7%
-9.7%
-11.0%
+5.2%
99.6
-0.5%
+1.5%
+2.2%
+14.3%
+33.9%
+33.4%
99.6
+0.6%
-1.7%
-3.8%
+1.6%
-2.0%
-24.6%
99.6
+0.2%
-0.3%
-1.0%
+6.8%
-28.9%
+18.0%
99.6
+5.5%
+9.3%
+6.1%
+9.5%
+21.9%
+38.6%
99.6
-0.1%
+0.9%
+5.3%
-13.4%
-15.7%
+24.6%
99.6
+0.9%
-1.1%
-2.0%
+11.6%
+11.8%
99.6
+1.4%
+5.3%
+11.4%
+14.7%
+17.2%
+31.8%
99.5
-3.6%
+3.1%
-8.7%
+1.2%
-3.9%
+10.0%
99.5
+2.3%
-0.1%
+0.4%
+4.2%
-31.0%
+13.1%
99.5
+2.2%

Related to SPDR S&P Homebuilders ETF

Information for SPDR S&P Homebuilders ETF
  : Recent daily/monthly performance & benchmark comparison
  : Historical performance & related information using Time Machine
  : Investigate unusual recent performance & technicals with historical context using AI
  : Seasonal performance by calendar months
  : History of Dividend Yield
  : Popular Technical indicator trends (RSI, MACD etc.)
  : Contextualizing recent performance & technical levels into historical decile buckets
  : Dollar Cost Average (DCA) over time in your portfolio
  : Key Simple & Exponential Moving Averages
  : Insights from closest historical matches to recent performance using Artificial Intelligence Currently Viewing
  : Insights from similar historical charts to recent chart using Artificial Intelligence
  News Stories : News stories on 2024-Dec-20 on Google

Compare SPDR S&P Homebuilders ETF with other assets
  : Recent performance across covered assets
  : Prior & Subsequent performance across assets on a historical date
  : Technical indicator levels across covered assets
  : Seasonal performance by calendar months across covered assets
  : Performance Correlations with other assets
  : Volatility relative to the broad market
  : Visually compare/benchmark performance with other assets over time
  : Contrast with other assets over time in a side-by-side presentation
Analyze SPDR S&P Homebuilders ETF in multiple dimensions using above resources. Other comparable assets include other stocks/etfs/crypto etc.










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