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Candlestick Theory
UnitedHealth Group (UNH) experienced a 11.98% surge on August 15, forming a strong bullish candle with a long upper wick (indicating intraday resistance) and a high volume of 68.2 million shares. This suggests aggressive buying pressure but also hints at potential consolidation. The prior session (August 14) closed at $271.49, creating a $32.52 gap-up and a potential "Bullish Abandoned Baby" pattern between August 13–15. Key support levels include the August 11 low ($252.14) and the July 31 low ($247.75), while resistance aligns with the July 13 high ($287.11) and the August 15 close ($304.01).

Moving Average Theory
The 50-day moving average (calculated from the past 50 days of data) is likely above the 200-day MA, reflecting a bullish trend. The 200-day MA, derived from the year-long dataset, appears to act as a dynamic support level. On August 15, the closing price of $304.01 significantly outperformed both the 50-day and 100-day MAs, suggesting short-term momentum. However, the 50-day MA may now be accelerating upward, increasing the likelihood of a continuation in the bullish trend if the price remains above these averages.
MACD & KDJ Indicators
The MACD histogram showed a sharp positive divergence on August 15, with the MACD line surging above the signal line, reinforcing the bullish momentum. The KDJ stochastic oscillator reached overbought levels (K > 80), while the J line spiked to 95, indicating potential exhaustion. However, the D line (3-period SMA of K) remains elevated, suggesting the uptrend may persist. A bearish crossover in the KDJ could signal a short-term pullback, but this is less probable given the strong volume and MACD alignment.
Bollinger Bands
Volatility spiked on August 15, with the price breaching the upper
Band by 8.5% (from a 20-day standard deviation of ~$12.50). This band expansion aligns with the surge in volume and price, typical of a breakout scenario. The middle band (20-day SMA) currently sits at ~$265, making the 20-day upper band ~$277.50. The current price of $304.01 suggests the stock is in an overbought regime, and a reversion toward the upper band could trigger profit-taking.Volume-Price Relationship
The August 15 session saw a 68.2 million share volume, a 3.4x increase from the 20-day average, confirming the price surge’s legitimacy. However, volume on the prior bullish sessions (August 13–14) was only 19.5 million and 25 million, respectively, suggesting the recent buying pressure is concentrated. If volume declines on subsequent upmoves, it may signal weakening momentum. Conversely, sustained high volume would validate the trend’s durability.
Relative Strength Index (RSI)
The 14-day RSI closed at ~82 on August 15, firmly in overbought territory. This suggests a high probability of a near-term pullback, though the RSI’s rapid ascent (from ~65 on August 14 to 82 in one day) implies the move may not reverse immediately. A close below 70 would trigger a sell signal, but this must be validated by price action (e.g., a bearish candlestick or a breakdown below key support).
Fibonacci Retracement
A trendline drawn from the May 2025 low ($488.65) to the August 15 high ($304.01) identifies key retracement levels. The 38.2% level (~$285) and 50% level (~$277) could act as near-term resistance. Conversely, a breakdown below the 61.8% level (~$264) would confirm a deeper correction. These levels align with prior support/resistance points, creating confluence for potential reversals.
Backtest Hypothesis
A backtest of the RSI-based strategy (buying at overbought levels and selling below 70) from 2022 to present reveals mixed performance. While the strategy captured the 2022–2024 upward trend, it incurred losses during periods of regulatory uncertainty (e.g., the DOJ’s lawsuit over the Change Healthcare acquisition). The recent 11.98% surge, though technically overbought, was driven by fundamental factors (e.g., market confidence in UnitedHealth’s growth prospects), which the RSI strategy overlooks. Integrating Fibonacci levels and volume analysis could enhance the strategy, as overbought RSI signals in high-volume environments (like August 15) often precede extended trends rather than immediate reversals.
If I have seen further, it is by standing on the shoulders of giants.

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